Assignment - 3 (Machine Learning)

Polynomial Regression and LASSO

Author: Jimut Bahan Pal

As usual, importing the necessary libraries

In [1]:
from sklearn.metrics import mean_squared_error, r2_score
from sklearn.preprocessing import PolynomialFeatures
from sklearn.model_selection import train_test_split
from sklearn.linear_model import LogisticRegression
from sklearn.linear_model import LinearRegression
from sklearn.datasets import make_classification
from sklearn.metrics import confusion_matrix
import matplotlib.patches as mpatches
from matplotlib import pyplot as plt
from sklearn import linear_model
import seaborn as sns
import pandas as pd
import numpy as np
%matplotlib inline
sns.set()

Part - 1

Generating artificial data from a second-order polynomial equation with added Gaussian noise

$$y = x^2 - 4x + \epsilon$$

where $\epsilon$ is the Gaussian noise.

In [2]:
# creation of Artificial data

# set the seed timer stuff
np.random.seed(4)
X = np.random.rand(50,1)*20  # 50 random numbers chosen from the interval [0,20) <1D input data>
epsilon = np.random.normal(0,8,(50,1))  # noise associated with each output data

y = X*X - 4*X + epsilon  # corresponding output data

# just a auxiallary data for extra plotting and stuffs, not to be confused with the original 
# train and test dataset
ploy_func_x = X[:-10, :]                     # this is the training data for X
ploy_func_y_full = X*X - 4*X
poly_func_y = ploy_func_y_full[:-10, :]      # this is the training data for y

poly_func_x_test = X[-10:, :]                # this is the testing data for X
poly_func_y_test = ploy_func_y_full[-10:, :] # this is the testing data for y

Part - 2

Segregating the data into training and test datasets

In [3]:
# make the train test split
# training data

X_train = X[ :-10, : ]
y_train = y[ :-10, : ]


# test data

X_test = X[ -10: , : ]
y_test = y[ -10: , : ]
In [4]:
#fig = plt.figure(figsize=(16,9))
# just for the visualisation of the original function with the training data
fig, ax = plt.subplots(figsize=(10,7))
ax.set_title('The plot for the training dataset')

#handles, labels = scatter.legend_elements(prop="sizes", alpha=0.6)
new_X, new_y = zip(*sorted(zip(ploy_func_x, poly_func_y))) # sort values for plotting

test_new_X, test_new_y = zip(*sorted(zip(poly_func_x_test, poly_func_y_test))) # sort values for plotting

plt.plot(new_X, new_y,color='red')
plt.scatter(X_train,y_train, marker='^',color='blue')

red_patch = mpatches.Patch(color='red', label='2D polynomial function')
blue_patch = mpatches.Patch(color='blue', label='Training data')
plt.legend(handles=[red_patch,blue_patch],loc="lower right", title="Legend")


ax.grid(True)

plt.show()

Part - 3

Modeling the data using a tenth-order polynomial with Linear Regression (basis functions approach).

In [5]:
# creating the polynomial linear regression stuffs
polynomial_features= PolynomialFeatures(degree=10)
x_poly = polynomial_features.fit_transform(X_train)

# creating the test dataset in the form by fit_transform
x_poly_test = polynomial_features.fit_transform(X_test)

model = LinearRegression()
# the actual training
model.fit(x_poly, y_train)
# predicting the test dataset
y_poly_pred = model.predict(x_poly_test)

Part - 4

Computing the root mean squared error (RMSE) on the test dataset

In [6]:
# calculating the RMSE and R2 score on the test dataset
rmse = np.sqrt(mean_squared_error(y_test,y_poly_pred))
r2 = r2_score(y_test,y_poly_pred)

print("Root Mean Squared Error : ",rmse)
print("R2 score : ",r2)
Root Mean Squared Error :  12.152467512217232
R2 score :  0.9451922229176698
In [7]:
# plotting the dataset with the poly-Linear Regression fit

fig, ax = plt.subplots(figsize=(15,9))
ax.set_title('The plot for the test dataset with 10th order polynomial fit')
#plt.scatter(X_train, y_train, s=10)
# sort the values of x before line plot
#sort_axis = operator.itemgetter(0)

plt.scatter(X_test, y_test, s=10,color='green')

#new_X, new_y = zip(*sorted(zip(ploy_func_x, poly_func_y))) # sort values for plotting
plt.plot(test_new_X, test_new_y,color='red')
#plt.scatter(X_train,y_train, marker='^',color='blue')


sorted_zip = sorted(zip(X_test,y_poly_pred))#, key=sort_axis)
x, y_poly_pred = zip(*sorted_zip)
plt.plot(x, y_poly_pred, color='m')

tenthp_patch = mpatches.Patch(color='m', label='10th order polynomial fit')
red_patch = mpatches.Patch(color='red', label='2D polynomial function')
blue_patch = mpatches.Patch(color='green', label='Testing data')
plt.legend(handles=[red_patch,blue_patch,tenthp_patch],loc="lower right", title="Legend")
ax.grid(True)
plt.show()

Part - 5

Now performing the regularization using LASSO model.

In [8]:
lasso_reg = linear_model.Lasso(alpha=0.0001, fit_intercept=True, normalize=True);
#fit_intercept to center the outputs y;
#normalize to standardize the features



lasso_reg.fit(x_poly, y_train)
#lasso_reg.fit(X_train, y_train)
y_poly_pred_lasso = lasso_reg.predict(x_poly_test)
#y_poly_pred_lasso = lasso_reg.predict(X_test)

rmse_lasso = np.sqrt(mean_squared_error(y_test,y_poly_pred_lasso))
r2_lasso = r2_score(y_test,y_poly_pred_lasso)

print("Root Mean Squared Error for LASSO : ",rmse_lasso)
print("R2 score for LASSO : ",r2_lasso)


polynomial_features= PolynomialFeatures(degree=10)
x_poly = polynomial_features.fit_transform(X_train)

x_poly_test = polynomial_features.fit_transform(X_test)

model = LinearRegression()
model.fit(x_poly, y_train)
y_poly_pred = model.predict(x_poly_test)



fig, ax = plt.subplots(figsize=(15,9))
ax.set_title('The plot for the test dataset with 10th order polynomial fit, original function and LASSO fit')


sorted_zip = sorted(zip(X_test,y_poly_pred_lasso))#, key=sort_axis)
x_lasso, y_poly_pred_lasso = zip(*sorted_zip)
plt.plot(x_lasso, y_poly_pred_lasso, color='yellow')


sorted_zip = sorted(zip(X_test,y_poly_pred))
x_, y_poly_pred = zip(*sorted_zip)
plt.plot(x_, y_poly_pred, color='m')


plt.scatter(X_test, y_test, s=10,color='green')


#new_X, new_y = zip(*sorted(zip(ploy_func_x, poly_func_y))) # sort values for plotting
plt.plot(test_new_X, test_new_y,color='red')
#plt.scatter(X_train,y_train, marker='^',color='blue')



tenthp_patch = mpatches.Patch(color='m', label='10th order polynomial fit')
red_patch = mpatches.Patch(color='red', label='2D polynomial function')
blue_patch = mpatches.Patch(color='green', label='Testing data')
yellow_patch = mpatches.Patch(color='yellow', label='Lasso fit')
plt.legend(handles=[red_patch,blue_patch,tenthp_patch,yellow_patch],loc="lower right", title="Legend")
ax.grid(True)
plt.show()
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.2438544202428, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
Root Mean Squared Error for LASSO :  11.762489435681072
R2 score for LASSO :  0.9486533938436397

Varying the regularization coefficient (alpha) and plotting the variation of RMSE on the test dataset versus alpha. Take alpha to be positive.

In [9]:
aplha_vs_rmse = []
alpha_var = 10e-9
factor_x = 10e-9
while alpha_var<10e-1:
    #print(alpha)
    lasso_reg = linear_model.Lasso(alpha=alpha_var, fit_intercept=True, normalize=True);
    #fit_intercept to center the outputs y;
    #normalize to standardize the features
    lasso_reg.fit(x_poly, y_train)
    y_poly_pred_lasso = lasso_reg.predict(x_poly_test)
    rmse_lasso = np.sqrt(mean_squared_error(y_test,y_poly_pred_lasso))
    aplha_vs_rmse.append([alpha_var,rmse_lasso])
    alpha_var = alpha_var + factor_x
    factor_x += alpha_var *factor_x
    #r2_lasso = r2_score(y_test,y_poly_pred_lasso)
    
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.3150591402136, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.3048546708752, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.294650084051, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.2844453796654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.2742405575948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.2640356177482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.25383055654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.243625380302, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.2334200859672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.2232146734189, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.213009142567, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.2028034933094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.1925977255519, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.182391839172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.1721858340804, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.161979710144, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.1517734673131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.1415671054485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.1313606244489, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.1211540242178, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.1109473046456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.1007404656395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.0905335070825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.0803264288943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.0701192309363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.0599119131286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.049704475362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.0394969175293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.0292892395415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.0190814412946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 800.008873522668, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.9986654835565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.9884573238717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.9782490435022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.9680406423638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.9578321203276, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.9476234772883, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.93741471317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.9272058278614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.9169968212342, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.9067876932082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.8965784436738, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.8863690725173, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.8761595796498, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.8659499649741, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.8557402283592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.8455303697239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.8353203889691, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.8251102859662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.8149000606428, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.8046897128492, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.7944792425286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.7842686495716, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.774057933862, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.7638470952978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.7536361337563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.7434250491697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.7332138414127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.7230025103909, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.7127910560152, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.7025794781317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.6923677766765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.6821559515429, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.6719440026166, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.6617319298202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.6515197330198, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.6413074121128, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.6310949670258, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.6208823976048, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.6106697038053, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.6004568854722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.5902439425352, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.5800308748768, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.5698176824102, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.5596043649963, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.5493909225745, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.5391773239404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.5289636039372, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.518749784709, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.5085358400485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.4983217698294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.488107573956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.4778932522986, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.4676788047941, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.4574642313069, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.4472495317501, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.4370347060042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.4268197539857, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.4166046756008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.4063894707084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.396174139222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.3859586810465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.3757430960624, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.3655273841789, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.3553115452963, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.3450955792754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.3348794860622, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.3246632655412, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.3144469175834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.3042304421027, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.2940138389761, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.2837971081206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.2735802494423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.2633632628124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.25314614813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.2429289053235, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.2327115342489, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.2224940348195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.2122764069273, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.2020586504797, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.1918407653618, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.1816227514571, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.1714046087014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.161186336955, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.1509679361133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.1407494060987, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.1305307467914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.1203119580887, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.1100930398934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.0998739920794, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.0896548145694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.0794355072646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.069216070018, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.0589965027813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.0487768054076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.038556442343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.0283362411956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.0181161468181, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 799.0078959219004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.9976755663462, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.9874550800449, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.9772344629038, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.967013714792, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.9567928356504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.9465718253401, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.9363506837565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.9261294108205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.9159080064164, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.9056864704199, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.8954648027606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.8852430033241, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.8750210719877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.8647990086574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.8545768132548, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.8443544856251, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.8341320257134, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.8239093492676, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.8136865657336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.8034637067382, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.7932407150189, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.783017590458, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.7727943329744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.7625709424524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.7523474187749, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.7421237618605, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.7318999715949, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.7216760478898, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.7114519906042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.7012277996788, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.6910034749627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.6807790163891, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.6705544238374, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.6603296972039, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.6501048363882, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.6398798412899, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.6296547117893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.6194294478106, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.6092040492208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.5989785159398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.5887528478451, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.5785270448368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.5683011068056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.5580750336774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.5478488252849, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.5376224816043, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.5273960024754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.5171693877996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.5069426375059, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.4967157514687, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.4864887295591, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.4762615717135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.4660342778052, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.4558068477226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.4455792813925, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.4353515786906, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.4251237395114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.4148957637483, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.4046676513065, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.394439402087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.3842110159599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.3739824928463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.3637538326401, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.3535250352259, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.3432961005175, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.3330670283623, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.3228378187157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.3126084714512, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.3023789864433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.2921493636229, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.2819196028585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.2716897040624, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.2614596671344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.2512294919375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.2409991784037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.2307687264132, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.2205381358631, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.2103074066544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.2000765386773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.1898455318136, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.1796143859927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.1693831010725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.1591516769769, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.1489201135897, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.138688410805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.1284565685337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.1182245866614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.1079924650734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.0977599516807, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.0875275483974, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.0772950050905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.0670623216489, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.0568294979723, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.0465965339633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.0363634294927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.0261301844739, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.0158967988172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 798.0056632723791, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.995429605097, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.9851957968373, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.9749618475181, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.9647277569945, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.9544935252255, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.9442591520641, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.934024637397, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.9237899811537, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.9135551831985, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.903320243438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.8930851617894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.8828499381058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.8726145723116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.8623790643115, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.8521434139736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.8419076212025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.8316716859043, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.8214356079708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.811199387273, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.8009630237564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.7907265172649, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.7804898677203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.7702530750212, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.7600161390515, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.7497790597033, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.7395418368953, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.7293044704969, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.7190669604174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.7088293065461, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.6985915087695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.6883535670089, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.6781154811456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.6678772510702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.6576388766974, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.6474003578849, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.6371616945612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.6269228866134, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.6166839339277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.6064448364193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.5962055939484, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.5859662064524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.5757266737982, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.5654869959071, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.5552471726381, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.5450072039023, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.5347670896095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.5245268296322, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.5142864238925, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.5040458722722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.493805174651, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.4835643309561, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.4733233410493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.4630822048289, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.4528409222263, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.4425994930972, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.432357917371, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.4221161949237, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.4118743256286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.4016323094123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.3913901461722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.3811475419839, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.3709049953744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.3606623880428, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.3504196332544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.3401767309056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.3299336808915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.3196904830945, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.3094471374155, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.2992036437495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.2889600019953, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.2787162120566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.2684722738084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.2582281871714, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.2479839520062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.2377395682345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.2274950357548, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.2172503544255, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.2070055241915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.1967605449123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.1865154165039, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.1762701388296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.1660247118352, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.1557791353817, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.1455334093652, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.1352875336871, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.125041508233, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.1147953329133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.104549007618, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.0943025322284, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.0840559066736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.0738091308199, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.063562204547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.0533151277884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.0430679004303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.0328205223417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.0225729934473, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.0123253136328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 797.0020774827661, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.991829500796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.9815813675825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.9713330830288, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.9610846470212, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.950836059472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.9405873202458, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.9303384292712, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.9200893864219, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.9098401915942, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.8995908447067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.889341345622, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.8790916942511, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.8688418904825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.8585919342453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.848341825375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.8380915638053, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.8278411494279, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.8175905821216, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.8073398618034, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.7970889883413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.7868379616665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.7765867816399, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.7663354481641, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.7560839611377, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.7458323204708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.7355805260382, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.7253285777348, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.71507647547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.7048242191242, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.6945718086148, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.6843192437923, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.6740665245958, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.6638136509068, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.6535600968517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.6433069111835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.6330535706815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.6228000752739, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.6125464248479, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.6022926192773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.5920386584646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.5817845422985, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.571530270703, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.5612758435481, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.5510212607131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.540766522133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.5305116276658, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.5202565772508, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.5100013707184, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.4997460080277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.4894904890405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.4792348136378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.4689789817521, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.4587229932672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.448466848044, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.4382105460111, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.4279540870483, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.4176974710738, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.4074406979561, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.3971837675974, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.3869266798961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.3766694347271, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.3664120320074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.3561544716526, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.3458967535197, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.3356388775045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.3253808435037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.3151226514332, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.3048643011703, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.2946057926126, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.2843471256588, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.2740883002074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.2638293161406, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.2535701733495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.243310871744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.2330514112074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.2227917916382, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.2125320129492, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.2022720749997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.1920119776995, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.1817517209571, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.1714913046432, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.161230728678, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.1509699929327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.1407090973062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.1304480417067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.1201868260248, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.1099254501345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.099663913959, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.0894022173738, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.0791403602756, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.0688783425626, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.0586161641437, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.0483538248836, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.0380913246985, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.0278286634725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.0175658411125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 796.0073028574827, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.9970397125219, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.9867764060893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.9765129380904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.9662493084279, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.9559855169822, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.9457215636464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.9354574483427, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.9251924898891, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.9149280473233, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.9046634424714, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.8943986752008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.8841337453948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.8738686529571, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.8636033977937, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.8533379797831, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.8430723988323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.8328066548347, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.8225407476754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.8122746772499, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.8020084434658, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.7917420461964, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.7814754853525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.7712087608171, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.7609418725067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.7506748202876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.7404076040737, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.730140223733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.7198726791835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.7096049703183, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.6993370970279, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.6890690592113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.6788008567361, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.66853248954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.6582639574809, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.6479952604756, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.6377263984089, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.6274573711698, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.6171881786486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.6069188207525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.5966492973815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.5863796084328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.5761097537577, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.5658397332995, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.5555695469283, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.5452991945458, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.5350286760411, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.5247579912955, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.5144871402321, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.5042161227291, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.4939449386903, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.483673587989, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.4734020705433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.4631303862326, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.4528585349539, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.442586516604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.4323143310644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.4220419782504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.4117694580352, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.4014967703482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.3912239150279, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.3809508920115, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.3706777011737, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.3604043424141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.3501308156337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.3398571207098, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.3295832575518, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.3193092260514, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.3090350261114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.2987606575866, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.2884861204194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.2782114144702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.2679365396485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.2576614958363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.2473862829524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.2371109008682, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.2268353494842, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.2165596286891, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.2062837383904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.196007014433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.1857306039565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.1754542012775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.1651776286702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.1549008860138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.1446239731997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.134346890135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.1240696366895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.1137922127766, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.1035146182683, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.0932368530847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.0829589171037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.0726808102308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.0624025323497, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.0521240833614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.0418454631547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.0315666716107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.0212877086467, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.0110085741436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 795.0007292680148, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.9904497901057, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.9801701403646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.9698903186537, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.9596103248798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.9493301589316, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.9390498206885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.9287693100669, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.9184886269597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.9082077712544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.8979267428256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.8876455416157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.8773641674588, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.8670826202948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.8568008999665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.8465190064416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.8362369395571, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.8259546992117, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.8156722853308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.8053896977706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.7951069364495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.7848240012615, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.7745408920586, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.7642576087998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.7539741513272, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.7436905195736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.7334067133833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.7231227326951, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.7128385773918, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.7025542473446, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.6922697424662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.6819850626728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.6717002077942, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.6614151778009, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.6511299725136, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.640844591877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.630559035767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.6202733040666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.6099873966992, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.5997013135354, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.5894150544608, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.5791286193908, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.5688420081967, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.5585552207921, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.5482682570741, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.5379811169139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.5276938002024, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.5174063068597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.5071186367693, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.4968307898162, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.4865427658856, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.4762545648933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.465965764608, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.4556766246976, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.4453878884667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.4350989747333, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.424809883416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.414520614358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.4042311674854, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.3939415426901, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.3836517398458, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.3733617588649, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.3630715996236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.3527812620333, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.3424907459755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.3322000513454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.3219091780398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.3116181259559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.3013268949755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.2910354850096, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.2807438959258, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.2704521276319, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.2601601800237, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.2498680529885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.2395757464141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.229283260214, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.218990594258, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.2086977484621, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.1984047227069, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.1881115168813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.1778181308717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.1675245646059, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.1572308179364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.1469368907863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.1366427830368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.126348494568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.1160540252911, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.1057593750895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.0954645438906, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.0851695315189, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.0748743379291, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.0645789629781, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.0542834065882, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.0439876686069, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.033691748989, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.0233956475638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.0130993642755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 794.0028028990248, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.9925062516174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.9822094220457, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.971912410154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.9616152158488, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.9513178390147, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.9410202795412, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.9307225373461, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.920424612302, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.9101265042964, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.8998282132491, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.8895297390102, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.879231081525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.8689322406436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.8586332162549, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.8483340083105, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.8380346166397, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.827735041157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.8174352817676, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.8071353383563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.796835210808, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.7865348990317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.7762344028945, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.7659337223278, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.7556328571898, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.7453318073697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.7350305728164, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.724728234996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.714426380326, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.7041245872623, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.6938226090037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.6835204454038, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.6732180963998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.6629155618766, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.6526128417026, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.6423099357999, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.632006844022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.6217035663049, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.6114001025126, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.6010964525601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.5907926163148, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.5804885936918, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.5701843845923, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.5598799888709, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.5495754064457, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.5392706371932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.5289656810278, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.5186605378375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.5083552074998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.4980496899329, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.4877439849871, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.4774380926028, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.4671320126586, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.4568257450196, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.4465192896071, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.43621264631, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.4259058150075, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.4155987956142, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.4052915879827, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.3949841920614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.3846766076981, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.3743688348212, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.3640608732763, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.3537527230031, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.343444383861, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.3331358557546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.3228271386021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.3125182322408, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.3022091366125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.2918998515912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.2815903770656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.2712807129275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.2609708590909, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.2506608154074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.2403505818088, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.2300401581618, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.2197295443743, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.2094187403488, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.1991077459442, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.1887965610796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.1784851856349, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.1681736194995, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.1578618625838, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.1475499147658, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.1372377759337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.1269254460111, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.1166129248505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.1063002123651, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.0959873084348, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.0856742129815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.0753609258612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.0650474469801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.0547337762238, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.0444199135266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.034105858713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.0237916117298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.0134771200627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 793.0031617884479, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.9928455327635, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.9825292282626, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.972213315813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.961897210735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.9515811231926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.9412653261674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.9309493359559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.9206331524866, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.9103167756366, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.9000002053106, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.8896834413753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.8793664837451, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.8690493323201, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.8587319869542, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.8484144475717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.838096714062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.8277787863059, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.8174606641987, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.8071423476483, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.7968238365246, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.7865051307181, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.7761862301587, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.7658671347043, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.7555478442323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.7452283586729, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.7349086779049, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.7245888018155, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.7142687302944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.7039484632367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.693628000528, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.6833073420922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.6729864877957, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.6626654374895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.6523441911539, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.6420227486249, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.6317011098042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.6213792745887, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.6110572428547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.6007350145137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.590412589441, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.5800899675398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.5697671487054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.5594441328303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.5491209197949, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.5387975094917, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.5284739018131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.5181500966554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.5078260939229, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.4975018935004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.4871774952672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.4768528991048, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.4665281049344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.4562031126615, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.445877922125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.4355525332475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.4252269459151, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.4149011600271, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.4045751754741, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.3942489921468, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.3839226099293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.3735960287228, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.3632692484049, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.3529422688882, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.3426150900633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.3322877118003, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.3219601340118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.3116323565771, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.3013043793682, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.290976202333, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.2806478253241, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.2703192482292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.2599896409346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.2496600328572, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.2393308511939, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.2290014690335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.2186718862343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.208342102712, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.1980121183659, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.1876819330561, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.1773515467047, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.1670209591821, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.1566901703994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.1463591802101, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.1360279885614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.125696595299, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.1153650003394, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.1050332035553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.0947012048719, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.0843690041431, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.0740366012807, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.0637039961788, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.0533711887149, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.0430381787962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.0327049662966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.022371551099, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.0120379331489, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 792.0017041122701, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.9913700884048, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.9810358614246, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.9707014312128, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.9603667976833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.9500319607006, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.9396969201911, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.9293616759907, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.9190262280441, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.9086905762193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.898354720418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.8880186605269, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.8776823964321, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.8673459280174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.857009255197, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.846672377851, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.8363352958728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.8259980091435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.8156605175894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.8053228210497, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.7949849194501, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.7846468126783, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.7743085006152, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.7639699831574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.7536312601935, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.7432923316283, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.7329531973176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.7226138572104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.7122743111572, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.7019345590552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.6915946007908, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.681254436268, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.6709140653727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.6605734879982, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.65023270403, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.6398917133589, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.6295505158841, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.6192091114777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.6088675000813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.5985256815288, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.5881836557279, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.5778414225897, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.5674989819811, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.5571563338075, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.5468134779584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.5364704143205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.5261271427839, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.515782768166, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.5054383851686, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.4950944855718, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.4847503776062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.4744060612395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.4640615363038, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.4537168027036, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.4433718603327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.4330267090974, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.4226813488418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.4123357795132, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.401990000966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.3916440131137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.381297815829, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.3709514090007, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.3606047925488, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.3502579663385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.3399109302535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.3295636842093, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.319216228084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.308868561778, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.298520685155, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.2881725981663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.2778243006201, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.2674757924777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.2571270735767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.2467781438439, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.236429003177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.2260796514242, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.21573008852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.2053803143222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.195030328756, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.1846801316841, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.1743297229899, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.163979102596, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.1536282703798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.1432772262123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.1329259700103, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.1225745016656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.112222821061, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.1018709280885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.0915188226138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.0811665045678, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.0708139738084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.0604612302485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.0501082737735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.039755104294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.0294017216464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.0190481257707, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 791.0086943165419, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.9983402938326, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.9879860575735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.9776316076308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.9672769438837, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.9569220662637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.9465669746043, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.9362116688455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.9258561488438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.9155004145022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.9051444657318, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.8947883023976, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.8844319243794, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.8740753316101, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.8637185239481, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.853361501285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.8430042635279, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.8326468105553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.8222891422566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.8119312585283, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.801573159263, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.7912148443603, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.7808563136781, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.7704967933797, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.7601369019163, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.7497777195854, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.7394183210532, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.7290587061842, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.7186988749278, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.7083388271153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.6979785626663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.6876180814686, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.6772573834187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.6668964684036, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.6565353362917, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.6461739870107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.6358124204231, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.6254506364259, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.6150886349187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.6047264157716, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.5943640015856, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.5840013712013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.5736385228638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.5632754564514, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.5529121718554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.5425486689476, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.532184947657, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.521821007849, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.5114568494341, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.501092472264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.4907278762558, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.4803630613014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.4699980273045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.4596327741139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.4492673016443, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.4389016097854, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.4285356984194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.4181695674655, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.4078032167829, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.397436646258, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.3870698558185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.3767028453101, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.366335614656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.3559681637148, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.3456004924067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.3352326006031, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.3248644882141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.3144961551218, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.3041276011826, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.2937588263488, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.2833898304565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.2730206134195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.262651175122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.2522815154671, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.2419116343351, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.2315415316089, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.2211712071763, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.2108006609691, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.2004298928088, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.1900589026318, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.1796876903315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.1693162557649, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.1589445988453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.1485727194704, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.1382006175041, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.127828292853, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.1174557454043, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.107082975069, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.0967099816882, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.0863367651992, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.0759633254661, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.0655896623779, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.0552157758402, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.0448416657209, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.0344673319497, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.0240927743689, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.0137171495451, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 790.0033412177421, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.9929659563375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.9825904988152, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.9722148169628, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.9618389106382, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.9514627797553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.9410864242051, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.9307098438667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.9203330386262, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.909956008406, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.8995787530683, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.8892012724791, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.8788235665688, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.8684456352158, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.858067478302, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.847689095738, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.8373104873832, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.8269316531553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.8165525929236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.8061733065751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.7957937940164, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.785414055138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.7750340898117, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.7646538979419, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.7542734794195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.7438928341229, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.7335119619298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.723130862767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.7127495364972, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.7023679830207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.6919862022089, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.6816041939943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.6712219582209, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.6608394947931, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.6504568035964, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.6400738845488, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.6296907374824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.6193073623463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.6089237590162, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.598539927352, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.5881558672663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.5777715786389, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.5673870613728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.5570023153567, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.5466173404567, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.5362321365842, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.5258467036249, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.515461041455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.5050751499996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.4946890291045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.4843026786768, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.4739160986122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.4635292887866, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.4531422491057, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.4427549794616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.4323674797218, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.4219797497854, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.4115917895438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.4012035988808, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.3908151776939, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.3804265258722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.3700376433097, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.359648529869, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.3492591854563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.3388696099896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.328479803306, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.3180897653388, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.307699495944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.2973089950179, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.2869182624814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.2765272981808, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.2661361020317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.2557440926578, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.2453515360046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.2349592488054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.2245671205019, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.214174759778, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.2037821665367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.1933893406576, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.1829962820273, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.1726029905416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.162209466095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.1518157085495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.1414217178328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.1310274938022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.1206330363755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.1102383454114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.0998434208171, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.08944826247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.0790528702778, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.068657244125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.0582613838789, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.0478652894407, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.0374689607111, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.0270723975658, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.016675599903, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 789.0062785676105, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.9958813005678, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.9854837986687, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.975086061801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.9646880898727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.9542898827409, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.9438914403042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.9334927624654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.9230938491073, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.9126947000934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.9022953153564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.8918956947566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.8814958382071, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.871095745563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.8606954167443, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.8502948516172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.8398940500784, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.8294930120031, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.8190917373156, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.8086902258694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.7982884775857, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.7878864923225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.777484269954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.7670818104319, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.7566791136043, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.7462761793481, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.7358730075746, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.7254695981718, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.7150659510071, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.7046620659994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.6942579430264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.6838535819649, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.6734489827093, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.6630441451473, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.6526390691816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.6422337546843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.6318282015354, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.6214224096676, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.6110163789082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.600610109203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.5902036004015, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.5797968524212, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.5693898651081, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.5589826275495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.5485751418364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.5381674164693, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.527759451362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.5173512464004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.5069428014784, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.4965338878218, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.4861240967123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.475714109114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.4653046996881, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.4548950497202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.4444851591088, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.434075027753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.4236646555485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.4132540423527, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.4028431880657, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.3924320925847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.3820207558078, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.371609177601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.361197357852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.3507852964561, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.3403729932929, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.329960448296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.3195476613138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.3091346322268, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.2987213609139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.2883078473176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.2778940912805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.2674800927111, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.2570658514813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.2466513675009, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.2362366406436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.2258216708033, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.2154064578586, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.2049910017168, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.1945753022451, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.1841593593309, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.1737431728867, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.1633267427881, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.1529100688972, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.1424931511426, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.132075989403, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.121658583542, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.1112409334703, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.1008230390757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.0904049002376, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.0799865168416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.0695678888062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.0591490159725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.0487298982475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.0383105355411, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.0278909277179, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.0174710746616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 788.0070509762702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.9966306324409, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.9862100430413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.9757892079633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.9653681271259, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.9549468003851, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.9445252276337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.9341034087596, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.9236813436661, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.91325903221, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.9028364743007, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.8924136698373, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.881990618677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.871567320724, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.8611437759035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.8507199840296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.8402959450286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.8298716587934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.8194471252011, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.809022344146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.7985973155166, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.7881720392046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.7777465150733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.7673207430328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.7568947229735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.7464684547605, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.736041688481, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.7256141040225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.7151862695624, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.704758963848, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.6943314498888, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.6839036871079, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.6734756754086, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.6630474146649, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.6526189047644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.6421901455939, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.6317611370554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.6213318790192, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.6109023713863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.6004726140374, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.5900426068627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.579612349754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.5691818425877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.5587510852697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.5483200776763, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.5378888196624, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.5274573111808, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.5170255520604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.5065935422332, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.4961612815575, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.4857287699351, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.4752960072411, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.46486299339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.4544297282351, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.4439962116718, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.4335624436092, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.4231284239067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.4126941524825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.4022596291921, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.3918248539476, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.3813898266184, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.3709545471089, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.3605190152856, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.350083231058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.3396471943046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.3292109048979, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.3187743627412, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.3083375677202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.2979005197392, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.287463218643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.277025664365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.2665878567543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.256149795718, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.2457114811522, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.235272912915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.2248340909214, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.2143950150489, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.2039556851664, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.1935161011995, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.1830762630069, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.1726361704781, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.1621958235007, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.1517552219915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.1413143657884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.1308732548168, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.1204318889382, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.1099902680644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.0995483920435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.0891062608191, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.0786638742442, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.068221232188, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.05777833459, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.0473351812742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.0368917721779, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.0264481071656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.0160041861292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 787.0055600089646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.9951155755431, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.9846708857444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.9742254867359, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.9637787001436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.9533318351448, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.9428854758278, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.932438859785, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.9219919869363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.9115448571152, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.9010974702394, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.8906498261898, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.8802019248727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.8697537661367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.8593059616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.8488579215706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.8384096236008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.8279610675546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.8175122533636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.807063180881, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.7966138499835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.7861642605704, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.7757144125445, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.7652643057656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.7548139401451, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.7443633155385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.7339124318772, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.7234612889912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.7130098868246, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.7025582252224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.6921063041073, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.6816541233238, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.6712016827979, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.6607489824056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.6502960220121, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.639842801521, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.6293893208118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.6189355797853, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.6084815783167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.5980273162852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.5875727936019, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.5771180101322, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.5666629657485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.5562076603875, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.5457520938961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.5352962661743, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.5248401771147, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.5143838265647, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.503927214461, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.493470340663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.4830132050803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.4725558075725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.4620981480498, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.4516402263357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.4411820424082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.4307235961098, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.4202648873103, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.4098059159296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.3993466818445, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.3888871849072, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.3784274250527, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.3679674021454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.357507116091, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.347046566739, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.3365857540081, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.3261246777488, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.315663337886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.3052017342848, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.2947398668463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.2842777354531, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.2738153399781, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.2633526802946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.2528897563342, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.2424265679422, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.2319628192727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.2214983973266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.2110337093868, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.2005693103827, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.1901047952085, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.1796400149277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.1691749694336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.1587096586031, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.1482440823391, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.137778240523, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.1273121330233, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.1168457597415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.1063791205609, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.0959122153754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.085445044064, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.074977606532, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.0645099026216, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.054041932272, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.0435736952903, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.0331051916561, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.0226364212022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.0121673838215, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 786.001698079391, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.9912285078128, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.9807586689803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.9702885627681, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.9598181890656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.9493475477544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.9388766386959, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.9284054618257, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.9179340170066, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.907462304124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.8969903230725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.886518073695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.8760455559244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.8655727696523, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.8550997147311, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.844626391056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.8341527985281, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.8236789370081, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.8132048064214, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.8027304066129, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.7922557374852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.7817807989096, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.771305590809, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.7608301130389, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.7503543654653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.7398783480426, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.7294020605947, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.7189255030305, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.7084486752209, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.6979715770742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.6874942084536, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.677016569266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.6665386593787, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.6560604786627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.6455820270751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.6351033044298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.6246243106319, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.6141450455771, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.6036655091217, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.5931857011996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.5827056216665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.5722252703983, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.5617446472971, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.5512637522517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.540782585145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.5303011458514, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.5198194342579, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.5093374502653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.4988551937421, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.4883726645888, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.4778898626822, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.4674067229976, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.4569227393905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.4464384815864, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.4359541569642, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.4254699867638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.4149855431485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.404500825945, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.3940158350947, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.3835305704448, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.3730450319118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.3625592193528, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.3520731326463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.3415867717208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.3311001364299, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.320613226646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.3101260422864, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.2996385832132, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.2891508493458, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.2786628405133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.268174556639, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.2576859976064, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.247197163314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.2367080536084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.2262186683811, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.2157290075493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.205239070985, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.1947488585503, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.184258370158, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.1737676056828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.1632765650011, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.1527852480137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.1422936545958, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.1318017846463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.1213096380426, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.1108172146467, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.1003245143763, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.0898315370933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.0793382826954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.068844751087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.0583509420896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.0478568556615, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.0373624916463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.0268678499434, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.0163729304415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 785.0058777329891, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.9953822575264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.984886503893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.9743904720177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.9638941617244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.9533975729491, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.9429007055659, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.9324035594419, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.9219061344843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.9114084305462, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.9009104475555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.8904121853641, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.8799136438738, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.8694148229648, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.8589157225276, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.848416342425, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.8379166825533, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.8274167428137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.8169165230814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.8064160232381, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.7959152431439, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.7854141827153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.7749128418441, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.7644112203899, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.7539093182479, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.7434071352966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.7329046714418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.7224019265492, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.7118989004895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.701395593174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.6908916538636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.6803872221711, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.6698825078992, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.6593779066234, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.6488731887122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.6383681888392, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.6278629068837, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.6173573427307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.6068514963033, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.5963453674183, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.585838956004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.5753322619383, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.5648252851045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.554318025387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.5438104826692, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.5333026568204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.5227945477487, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.5122861553315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.501777479449, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.4912685200078, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.4807592768359, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.4702497498948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.4597399390001, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.4492298440841, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.4387194650002, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.428208801631, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.4176978538808, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.4071866216293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.3966751047633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.3861633031465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.3756512166935, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.3651388452635, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.3546261887667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.3441132470452, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.3336000200248, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.3230865075753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.3125727095644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.3020586258939, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.2915442564632, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.2810296011265, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.2705146597632, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.259999432297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.2494839185763, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.2389681185032, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.2284520319532, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.2179356588072, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.2074189989656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.1969020523002, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.1863848186919, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.175867298041, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.1653494902059, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.1548313950913, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.144313012564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.1337943425513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.123275384859, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.1127561394319, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.1022366061671, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.091716784893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.0811966755269, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.0706762779389, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.0601555920183, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.049634617653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.0391133547256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.0285918031159, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.0180699627138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 784.0075478334114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.9970254150569, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.9865027075814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.9759797108323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.9654564247156, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.9549328490914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.9444089838555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.9338848289059, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.9233603840896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.9128351729316, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.9023096676439, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.8917838713111, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.8812582295149, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.8707323315037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.8602061429332, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.8496796637107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.8391528937169, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.8286258328319, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.8180984809409, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.8075708379174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.797042903671, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.7865146780605, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.7759861609654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.7654573522674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.7549282518821, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.7443988596693, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.7338691755201, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.7233391993269, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.7128089309466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.7022783702764, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.6917475171915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.6812163716037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.6706849333713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.6601532023833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.6496211785252, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.6390888616604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.6285562516912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.6180233485222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.607490152008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.5969566620303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.5864228784906, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.5758888012518, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.5653544301783, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.5548197652465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.5442848062291, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.5337495530621, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.5232140056406, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.5126781638115, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.5021420274968, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.4916055965339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.4810688708363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.4705318502874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.4599945347612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.4494569241576, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.4389190183274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.4283808171917, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.417842320601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.4073035284601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.3967644406343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.3862250570139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.375685377484, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.3651454019558, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.354605130259, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.3440645623073, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.3335236979772, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.3229825371513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.3124410797122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.3018993255657, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.291357274569, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.2808149265894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.2702722815485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.2597293393105, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.2491860997485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.2386425627551, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.2280987282373, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.2175545960408, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.2070101660639, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.1964654381775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.1859204122866, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.1753750882298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.1648294659674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.1542835453381, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.1437372439779, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.1331903339347, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.1226431244467, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.1120956153961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.1015481991728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.0910004839093, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.0804524694398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.0699041556614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.059355542466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.0488066296964, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.0382574173107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.0277079051207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.0171580930457, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 783.0066079809557, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.9960575687547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.9855068562979, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.9749558434625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.9644045301624, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.9538529162486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.943301001636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.9327487861775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.9221962697688, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.9116434523055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.9010903336331, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.8905369136831, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.8799831923013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.8694291693513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.8588748448028, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.8483202184367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.8377652902008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.827210059942, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.8166545275557, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.8060986929354, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.7955425559625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.7849861164891, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.7744293744263, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.7638723296482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.7533149820541, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.7427573314824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.7321993778748, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.7216411210422, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.7110825609365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.7005236974006, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.6899645303167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.6794050595806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.6688452850894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.658285206685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.6477248242786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.6371641377417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.626603146961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.6160418518064, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.6054802521933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.5949183479507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.5843561390279, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.5737936252365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.5632308065141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.5526676827071, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.542104253719, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.5315405194269, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.5209764797006, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.5104121344227, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.4998474835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.4892825267963, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.4787172641887, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.4681516955858, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.4575858208264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.4470196398272, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.436453152472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.4258863585915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.4153192581434, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.4047518509605, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.3941841369291, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.3836161159612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.3730477878984, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.3624790695835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.3519098280478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.3413402784975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.3307704207919, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.3202005309025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.309630356257, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.2990598736926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.288489083127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.2779179844058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.2673465774242, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.2567748620487, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.2462028381841, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.2356305057069, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.2250578645014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.2144849144398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.2039116554186, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.1933380873112, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.1827642099448, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.172190023297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.1616155272104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.1510407215363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.1404656061843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.1298901810377, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.1193144459764, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.1087384008772, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.0981620456225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.0875853800881, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.0770084041646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.0664311177402, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.0558535206783, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.045275612862, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.0346973941863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.0241188645323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.0135400237531, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 782.0029608717709, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.9923814084362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.9818016336645, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.9712215473029, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.960641149216, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.9500604393618, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.93947941753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.9288980836773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.9183164376275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.9077344793187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.897152208582, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.8865696252986, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.8759867293892, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.8654035207339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.8548199991554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.8442361645959, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.8336520169315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.8230675559954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.8124827816963, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.8018976939449, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.7913122925969, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.7807265775184, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.7701405486157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.7595542057477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.7489675488274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.7383805776981, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.7277932922715, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.7172056923959, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.7066177779848, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.6960295489082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.6854410050449, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.6748521462716, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.6642629724678, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.6536734835299, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.6430836793254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.6324935597297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.6219031246563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.6113123739553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.6007213074938, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.5901299252037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.5795381865871, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.568945972429, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.5583534415784, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.5477605938877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.5371675695327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.5265742882927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.5159806903678, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.5053867756204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.4947925439284, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.484197995218, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.4736031293249, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.4630079461308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.452412445551, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.441816627441, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.4312204916482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.4206240381116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.4100272666956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.3994301772599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.3888327697251, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.3782350439251, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.3676369997683, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.3570386371252, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.346439955896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.3358409559319, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.325241637115, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.3146419993437, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.3040420424923, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.293441766456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.2828411710767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.2722402562816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.2616390219156, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.2510374678825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.2404355940408, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.2298334003017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.2192308865243, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.2086280525702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.1980248983448, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.1874214237275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.1768176285838, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.1662135128303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.155609076303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.1450043189091, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.1343992405089, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.1237938410295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.1131881202975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.1025820781981, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.091975714644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.0813690294794, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.0707620226262, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.0601546939376, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.0495470432934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.0389390705817, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.0283307756629, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.0177221584472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 781.0071132187843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.9965039566023, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.9858943717192, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.9752844640773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.9646742334941, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.9540636798984, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.9434528031416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.9328416031135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.9222300796903, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.9116182327824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.9010060622135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.8903935679182, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.8797807497386, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.8691676075804, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.8585541413028, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.8479403508039, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.8373262359487, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.8267117966067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.8160970327192, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.8054819440717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.7948665306277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.7842506985032, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.7736345395648, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.7630179256776, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.7524005776548, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.7417829625928, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.7311650222152, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.7205467563463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.7099281649331, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.6993092477982, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.6886900048536, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.6780704359561, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.6674505410167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.6568303198811, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.646209772477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.635588898613, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.6249676982316, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.6143461711806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.603724337344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.5931027254218, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.5824807862541, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.5718585197015, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.5612359257065, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.5506130041165, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.5399897548028, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.5293661776276, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.5187422725448, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.5081180393364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.4974934779549, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.4868685882432, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.4762433701021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.4656178233837, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.4549919479954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.4443657438118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.4337392106828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.4231123485405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.4124851572193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.4018576366043, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.3912297865903, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.3806016070681, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.3699730978942, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.3593442589428, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.3487150901027, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.3380855912562, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.3274557622844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.3168256030452, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.3061951134496, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.2955642933744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.2849331426642, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.2743016612462, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.2636698489592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.2530377057019, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.242405231339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.2317724257962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.2211392888722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.2105058205091, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.1998720205473, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.1892378888999, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.1786034254367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.1679686300151, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.1573335025677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.1466980428974, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.1360622509408, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.1254261265424, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.1147896696297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.104152880019, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.0935157576378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.0828783023311, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.0722405140029, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.0616023925215, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.050963937764, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.0403251539125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.0296860475227, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.0190466072514, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 780.0084068329377, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.9977667170757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.9871262596032, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.9764854680511, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.9658443422211, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.9552028820453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.9445610873698, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.9339189581013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.9232764940759, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.9126336952385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.9019905613977, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.8913470924972, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.8807032883767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.8700591489061, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.8594146740018, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.8487698634863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.8381247172878, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.8274792352729, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.8168334173324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.8061872633002, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.7955407730998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.7848939465891, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.7742467836429, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.7635992841692, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.7529514480125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.7423032750517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.7316547651894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.7210059182978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.7103567342563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.6997072129127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.6890573541668, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.6784071579146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.6677566240367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.6571057523812, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.6464545428292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.6358029952653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.6251511095994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.6144988856554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.6038463233401, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.5931934225376, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.5825401830971, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.5718866049564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.5612326879804, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.5505784319499, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.5399238368491, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.5292689025202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.5186136288418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.5079580156929, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.4973020629675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.486645770525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.4759891382247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.4653321660052, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.4546748537042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.4440172011687, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.4333592083364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.422700875051, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.4120422012123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.4013831866578, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.3907238313257, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.3800641350696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.3694040977286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.3587437192106, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.3480829994118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.3374219381876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.3267605354224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.3160987909916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.3054367047781, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.294774276666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.2841115064832, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.2734483941788, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.2627849395998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.2521211426156, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.2414571245089, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.2307927725532, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.2201280777058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.2094630391143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.1987975282344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.1881316741966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.1774654769188, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.1667989362592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.156132052103, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.145464824321, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.1347972528253, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.1241293374289, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.1134610780817, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.1027924745971, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.0921235268819, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.0814542348178, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.0707845982804, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.060114617153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.0494442912898, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.0387736205872, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.0281026049248, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.017431244136, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 779.0067595381875, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.9960874868808, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.9854150901097, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.9747423477645, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.9640692597599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.9533958258666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.9427220460549, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.9320479201428, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.921373448095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.9106986296932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.9000234648665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.8893479534864, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.8786720953921, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.8679958905261, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.8573193387197, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.8466424398715, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.8359651938484, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.8252876005059, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.814609659786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.803931371477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.7932527355157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.7825737517692, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.7718944201255, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.7612147404534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.750534712613, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.7398543364956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.729173611989, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.71849253891, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.7078111172049, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.697129346765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.686447227404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.6757647590157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.6650819415097, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.6543987747267, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.6437152585705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.633031392899, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.6223471775997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.6116626125332, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.6009776975826, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.5902924326476, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.579606817591, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.5689208522851, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.5582345366109, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.5475478704193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.5368608536145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.52617348611, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.515485767695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.5047976983197, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.494109277835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.4834205061118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.4727313830313, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.4620419084692, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.4513521965295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.4406622688509, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.4299719892653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.4192813576665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.408590278093, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.3978986923934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.3872067543774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.3765144638949, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.365821820801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.3551288250134, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.3444354763977, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.3337417747878, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.3230477201284, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.3123533122471, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.3016585510323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.2909634363612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.2802679681175, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.2695721461893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.2588759704025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.2481794406898, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.2374825569079, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.2267853189322, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.2160877266411, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.2053897798971, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.1946914785921, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.1839928225802, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.1732938117725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.1625944460194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.151894725196, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.1411946492266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.1304942179174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.1197934311706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.1090922888802, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.0983907909211, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.0876889371292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.0769867274471, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.0662841616835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.0555812397552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.0448779615414, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.0341743268718, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.0234703356737, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.0127659878035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 778.0020612831706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.9913562215964, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.9806508029667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.9699450271803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.9592388940996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.9485324036001, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.9378255555888, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.9271183498839, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.9164107864135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.9057028650142, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.8949945856011, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.8842859480076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.8735769521444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.8628675978792, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.852157885079, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.8414478136303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.8307373833812, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.8200265942511, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.8093154460838, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.7986039387661, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.7878920721859, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.7771798461741, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.7664672606597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.755754315479, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.7450410105686, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.7343273457157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.7236133208531, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.7128989358519, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.7021841905844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.6914690849, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.6807536187154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.6700377918563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.6593216042727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.6486053767192, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.6378888420895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.6271719463847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.6164546894523, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.605736832859, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.5950184788428, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.5842997631731, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.5735806857465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.5628612464427, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.5521414451289, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.5414212816484, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.530700755951, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.5199798678217, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.5092586172068, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.4985370039553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.4878150279254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.4770926890365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.4663699871113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.4556469220645, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.4449234937493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.4341997020812, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.4234755468771, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.4127510280456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.4020261454527, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.3913008989739, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.3805752884998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.3698493138742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.3591229750231, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.3483962717452, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.3376692039944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.3269417715917, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.3162139744369, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.305485812397, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.2947572853572, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.2840283931952, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.2732991357791, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.2625695129452, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.2518395246153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.2411091706905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.2303784509879, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.2196473653893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.2089159137952, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.1981840960498, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.1874519120713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.1767193617101, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.1659864448256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.1552531613005, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.1445195110454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.133785493889, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.1230511097419, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.1123163584525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.1015812398891, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.0908457539657, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.0801099005125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.0693736794409, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.0586370905914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.04790013388, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.0371628091552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.026425116283, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.0156870551618, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 777.0049486256537, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.9942098276019, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.9834706609449, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.9727311255197, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.961991221196, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.9512509478841, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.9405103054107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.9297692936871, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.9190279125537, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.9082861619123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.8975440416385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.8868015516063, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.8760586916753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.865315461706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.8545719294208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.8438284630496, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.8330846264633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.8223404195028, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.8115958420566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.800850507338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.7901046850365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.7793584917024, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.7686119272097, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.7578649914598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.7471176842917, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.7363700056158, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.7256219553008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.7148735331712, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.7041247391699, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.6933755731233, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.6826260349399, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.6718761244692, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.6611258415867, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.650375186146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.6396241580959, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.6288727572397, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.6181209834638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.6073688366689, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.5966163167027, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.5858634234423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.5751101567839, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.5643565165856, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.5536025026977, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.5428481150589, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.5320933534956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.5213382178433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.510582708062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.4998268239754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.4890705654592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.4783139323928, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.4675569246438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.4567995421295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.4460417846601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.4352836521354, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.4245251444415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.4137662614329, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.4030070030154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.3922473690224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.3814873593552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.3707269738603, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.3599662124396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.3492050749593, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.3384435612799, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.3276816712873, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.3169194048565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.3061567618403, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.2953937421486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.2846303456346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.2738665721668, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.2631024216087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.2523378938599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.2415729887905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.2308077062597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.2200420461534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.2092760083428, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.1985095926808, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.1877427990636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.1769756273876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.1662080774774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.1554401492137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.1446718424934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.133903157185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.1231340931552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.1123646502608, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.101594828412, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.090824627448, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.0800540472817, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.069283087729, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.0585117487306, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.0477402183955, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.0369687576309, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.0261969172622, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.0154246971932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 776.0046520972704, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.9938786194944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.9831046223258, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.9723302446741, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.9615554863968, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.9507803473807, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.9400048274938, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.9292289265841, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.9184526445597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.9076759812698, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.8968989365926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.8861215104345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.875343702609, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.8645655130202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.8537869415338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.8430079880513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.8322286524062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.8214489345003, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.8106688341725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.7998883513333, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.7891074858421, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.7783262375483, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.7675446063716, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.7567625921359, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.7459801947371, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.735197414053, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.7244142499509, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.7136307023148, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.7028467709868, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.6920624558671, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.6812777568134, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.6704926737052, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.659707206423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.6489213548382, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.6381351187896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.6273484981679, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.6165614928855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.6057741027828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.5949863277185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.5841981675794, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.5734096222301, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.5626206915503, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.5518313754503, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.5410416737207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.5302515863058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.5194611130477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.5086702538116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.4978790085016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.4870873769372, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.476295359025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.4655029546695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.4547101636493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.4439169859517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.4331234213657, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.422329469786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.4115351311019, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.4007404051603, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.3899452918417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.3791497910593, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.3683539026025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.3575576264221, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.3467609623481, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.335963910251, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.3251664700225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.3143686415008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.3035704246313, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.2927718192115, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.2819728251243, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.2711734422811, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.2603736705323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.2495735097264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.2387732253588, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.2279730615504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.2171725086703, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.2063715665972, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.1955702352421, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.1847679864708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.1739651011289, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.1631618257411, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.1523581601532, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.1415541042586, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.130749657931, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.1199448209879, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.1091395933864, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.0983339749387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.0875279655451, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.0767215650283, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.0659147733375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.0551075903035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.0443000157875, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.0334920496512, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.0226836918165, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.0118749421072, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 775.0010658004392, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.9902562666305, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.9794463405789, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.9686360221795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.9578253112863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.9470142077403, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.9362027114408, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.9253908222759, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.9145785400943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.9037658647661, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.8929527961826, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.8821393341689, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.8713254786627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.8605112294902, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.8496965865122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.8388815496518, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.8280661187289, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.8172502936367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.8064340742735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.7956174604533, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.7848004520695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.7739830490208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.7631652511709, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.7523470583565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.7415284704762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.7307094873869, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.7198901089863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.7090703351047, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.6982501656651, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.6874296004787, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.6766086394633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.6657872824666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.6549655293827, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.6441433800504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.633320834368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.6224978921948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.6116745534069, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.6008508178614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.5900266854284, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.5792021560084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.5683772294334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.5575519056235, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.5467261844127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.5359000656638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.525073549272, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.5142466351036, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.5034193230331, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.492591612898, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.4817635046088, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.4709349980369, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.4601060929895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.4492767894366, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.4384470871595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.4276171146814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.4167872373124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.4059569616713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.3951262875937, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.384294744685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.3734621415939, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.3626291391116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.3517957371696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.3409619355813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.3301277342504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.319293132991, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.3084581317337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.2976227303494, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.286786928646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.2759507265647, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.2651141239439, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.25427712066, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.2434397165807, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.2326019115702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.2217637055187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.2109253672154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.2000868621732, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.1892479554484, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.1784086469127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.1675689364728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.1567288239895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.1458883093256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.1350473923256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.1242060729187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.1133643509343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.1025222262363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.09167969872, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.080836768235, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.0699934346447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.0591496978782, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.0483055577354, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.0374610140989, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.0266160668965, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.0157707159034, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 774.0049249610679, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.9940788022484, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.9832322392732, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.9723852720551, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.9615379004152, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.950690124296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.939841943518, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.9289933579543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.9181443674796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.9072949719606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.8964451712782, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.8855949653014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.874744353887, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.8638933368962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.8530419142285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.842190085741, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.8313378512994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.8204852107751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.8096321640269, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.7987787109572, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.7879248514151, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.7770705852494, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.766215912362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.7553608325927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.7445053458403, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.7336494519882, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.7227931508332, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.7119364423315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.7010793263048, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.6902218026269, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.6793638711702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.6685055317884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.6576477143783, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.646789623014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.6359311239074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.6250722169233, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.614212901954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.6033521834494, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.5924909884843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.5816293845327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.5707673714942, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.5599049492465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.5490421176684, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.5381788765926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.52731522591, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.516451165516, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.5055866952404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.4947218149692, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.4838565245773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.4729908239088, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.4621247128649, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.4512581912929, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.4403912590619, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.4295239160399, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.4186561621242, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.4077879971453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.3969194209866, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.386050433519, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.3751810346483, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.364311224158, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.3534410019901, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.3425703679994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.3316993220436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.3208278639884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.3099559936986, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.2990837110643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.2882110159334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.2773379081981, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.2664643876983, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.2555904543199, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.2447161079459, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.2338413483982, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.2229661755786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.2120905893606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.201214589619, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.1903381761908, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.1794613489684, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.1685841078338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.1577064526102, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.1468283832035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.1359498994533, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.1250710012675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.1141916884735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.103311960941, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.0924318186186, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.0815512612717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.0706702888202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.0597889011148, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.0489070980344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.0380248794372, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.027142245179, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.0162591951761, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 773.0053757292753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.9944918473001, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.9836075492118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.9727228347963, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.9618377039374, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.9509521565336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.9400661924091, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.9291798114826, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.9182930135769, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.9074057986071, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.896518166405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.8856301168471, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.8747416497928, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.8638527651233, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.8529634627391, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.8420746486232, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.8311857241846, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.8202963822226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.8094066226839, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.7985164454119, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.7876250479621, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.7767328215481, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.7658401763474, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.7549471121999, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.7440536289762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.7331597265807, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.7222654048379, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.7113706636339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.7004755028123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.689579922305, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.6786839219067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.6677875014874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.6568906609943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.6459934002241, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.6350957190565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.6241976173588, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.6132990950167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.6024001518954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.5915007878344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.5806010027223, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.5697007964599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.5588001688487, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.5478991197865, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.5369976491617, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.5260957568116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.5151934425992, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.5042907064378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.4933875481665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.4824839676128, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.471579964712, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.4606755393145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.4497706912537, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.4388654204125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.4279597266641, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.4170536098842, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.4061470699552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.3952401066754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.3843327199838, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.373424909725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.3625166757535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.3516080179419, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.3406989361614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.3297894302983, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.31887950017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.3079691457102, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.2970583667262, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.2861471631117, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.2752355347311, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.2643234814657, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.2534110031751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.2424980996791, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.2315847709134, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.220671016712, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.2097568369377, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.1988422314645, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.1879272001914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.17701174293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.1660958595934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.1551795500059, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.1442628140701, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.1333456516153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.1224280625584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.1115100467487, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.1005916040363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.0896727342638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.0787534373828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.06783371316, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.0569135615332, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.0459929823487, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.035071975459, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.0241512542076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.0132307586596, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 772.0023098358022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.991388485446, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.9804667075115, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.9695441064775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.9586201065442, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.9476956778461, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.9367708202441, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.9258455336471, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.914919817858, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.9039936728067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.8930670983275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.8821400942644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.871212660518, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.8602847969398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.8493565034004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.8384277797625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.8274986258955, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.8165690416542, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.8056390269787, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.7947085816063, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.7837777055055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.7728463984885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.7619146604416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.7509824912205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.7400498907266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.7291168587834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.7181833952798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.7072495000534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.6963151730295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.685380414021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.6744452229058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.6635095995714, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.6525735438445, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.6416370556141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.6307001347606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.6197627811365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.6088249946185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.5978867750114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.5869481222815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.5760090361912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.5650695167274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.5541295636363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.5431891768383, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.5322483562067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.5213071016212, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.5103654128832, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.4994232899104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.4884807325642, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.4775377406894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.4665943141684, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.4556504528659, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.4447061566459, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.4337614253706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.4228162588801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.4118706571069, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.4009246198755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.3899781470371, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.3790312384754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.3680838940596, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.3571361136551, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.3461878970938, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.3352392443054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.3242901551046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.3133406293701, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.3023906669724, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.2914402677693, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.2804894316263, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.2695381584313, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.2585864480293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.2476343002571, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.2366817150153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.2257286922006, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.2147752316214, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.2038216439415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.1928688313361, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.1819155814896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.1709618941555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.1600077692716, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.1490532066836, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.1380969512843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.1271399890401, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.1161825878415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.1052247475762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.0942664680556, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.0833077492031, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.0723485908464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.0613889928495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.0504289551062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.0394684774496, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.0285075597305, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.0175462018742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 771.0065844037127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.9956221650928, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.9846594859023, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.9736963660104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.9627328052328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.9517688035246, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.94080436069, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.9298394765982, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.9188741510909, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.9079083840887, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.8969421754249, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.8859755249829, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.8750084325799, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.8640408981311, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.8530729214871, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.8421045025178, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.8311356410469, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.8201663369987, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.8091965901966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.7982264005129, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.7872557678254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.7762846919944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.765313172887, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.7543412103471, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.7433688042511, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.7323959544858, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.7214226608636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.7104489232779, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.6994747416325, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.6885001157461, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.6775250454845, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.6665495307183, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.6555735712801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.644597167132, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.6336203180302, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.6226430239094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.611665284582, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.6006870999278, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.5897084698481, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.5787293941746, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.5677498727501, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.556769905493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.5457894922345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.5348086328243, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.523827327143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.5128455750879, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.5018633764295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.4908807311425, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.4798976390646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.4689140999945, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.457930113844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.4469456804854, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.4359607997437, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.4249754715311, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.4139896956901, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.4030034720814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.3920168005686, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.3810296809997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.3700434551815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.3590571240487, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.3480703454345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.3370831191547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.3260954451122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.3151068697453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.3041166158816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.2931259128952, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.2821347606139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.2711431589765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.26015110778, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.2491586068986, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.2381656562056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.2271722556072, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.2161784048936, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.2051841039647, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.1941893526863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.1831941508966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.1721984985048, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.1612023953351, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.1502058412705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.1392088361358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.1282113798868, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.1172134722614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.1062151132421, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.0952163026179, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.0842170402625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.0732173260377, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.0622171598365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.0512165414881, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.0402154708762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.0292139478712, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.0182119722974, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 770.0072095440574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.9962066630023, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.985203329004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.9741995419066, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.9631953015911, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.9521906078668, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.9411854606867, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.9301798598441, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.9191738052345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.9081672967291, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.8971603341379, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.8861529173819, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.8751450462928, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.8641367207385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.8531279406078, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.8421187057395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.8311090159592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.820098871202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.8090882712931, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.7980772160868, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.7870657054797, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.7760537392913, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.7650413174065, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.7540284396952, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.7430151060149, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.7320013162139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.720987070175, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.7099723677629, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.6989572088315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.6879415932066, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.6769255208396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.6659089914854, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.6548920050868, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.6438745614893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.6328566605027, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.6218383020608, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.610819486012, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.5998002121726, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.5887804804519, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.5777602906717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.5667396427784, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.5557185364974, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.5446975347185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.5336773597691, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.5226567271262, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.511635636655, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.5006140882075, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.489592081687, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.4785684535484, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.4675436822803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.4565184514648, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.4454927609619, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.4344666106362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.4234400003351, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.412412929943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.4013853992961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.3903574082829, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.3793289567695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.3683000445845, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.3572706716293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.3462408377131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.3352105427485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.3241797865716, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.3131485690691, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.3021168900912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.2910847494671, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.2800521470999, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.2690190828332, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.2579855565122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.2469515680615, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.235917117256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.224882204031, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.213846828186, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.2028109896622, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.1917746882149, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.1807379238016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.1697006962478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.1586630054112, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.147624851145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.136586233338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.1255471518373, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.1145076064842, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.1034675971493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.092427123738, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.0813861860373, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.0703447839913, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.0593029173888, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.0482605861258, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.0372177900798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.0261745290769, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.0151308029658, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 769.0040866116368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.9930419549598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.9819968328056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.9709512449966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.9599051914183, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.9488586719117, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.9378116863538, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.9267642346391, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.9157163165669, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.9046679319997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.8936190808389, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.8825697629327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.8715199781383, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.8604697263235, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.8494190073259, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.8383678210589, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.8273161673204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.8162640460087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.8052114569467, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.7941584000562, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.783104875167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.7720508821297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.760996420814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.7499414910608, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.7388860927772, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.7278302258003, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.7167738899572, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.7057185595386, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.6946633015957, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.6836075754978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.672551381168, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.6614947184036, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.6504375870795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.6393781550173, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.6283180705508, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.6172575159983, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.6061964912267, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.5951349960634, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.5840730303978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.5730105941259, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.5619476870579, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.5508843090278, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.5398204599412, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.5287561396475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.5176913480468, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.5066260849447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.4955603502013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.4844941436809, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.4734274653024, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.4623603148488, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.4512926922308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.4402245972693, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.4291560298713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.4180869898546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.4070174771148, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.3959474914695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.3848770327971, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.3738061009709, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.3627346958564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.3516628172856, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.3405904651249, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.3295176392652, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.3184443394997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.3073705657891, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.2962963178921, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.2852215957378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.2741463991447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.263070727999, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.251994582152, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.2409179614338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.2298408657629, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.2187632949531, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.2076852488917, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.1966067274303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.185527730402, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.1744482577099, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.163368309182, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.1522878846798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.1412069840746, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.1301256072526, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.1190437539931, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.1079614242469, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.0968786177998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.0857953345909, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.0747115743733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.0636273371088, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.0525426225929, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.0414574307174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.0303717613258, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.0192856142834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 768.0081989894394, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.9971118866675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.9860243058189, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.974936194119, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.9638472127696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.9527577532008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.941667815192, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.9305773986463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.9194865034096, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.9083951293118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.8973032762607, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.8862131135504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.8751230019786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.8640324125429, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.8529413450403, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.8418497993798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.8307551416351, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.8196599395571, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.8085642573548, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.7974680949555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.7863714521751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.7752743288546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.7641767248666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.7530786400858, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.7419800743371, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.730881027515, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.7197814994777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.7086814900576, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.6975812551077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.6864807201098, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.6753797030786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.6642782039098, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.6531762223927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.6420737584646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.630970811934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.619867382697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.6087634705816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.5976590754688, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.5865541972021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.57544883565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.5643429906793, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.553236662076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.5421298498151, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.5310225536953, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.5199147735494, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.5088065092611, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.4976977607284, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.4865885277269, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.4754788101947, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.4643686079384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.4532579208277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.4421467487506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.4310350915017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.4199229490197, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.4088103210956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.3976972076094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.3865836084408, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.3754695234288, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.3643549524537, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.3532398953083, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.3421243519214, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.3310083221367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.3198918057728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.3087748027333, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.2976573128575, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.2865393360081, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.2754208720006, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.2643019207698, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.2531824821336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.2420625559489, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.2309421420546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.219821240354, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.2086998506695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.1975779728532, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.1864556068114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.1753327523608, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.1642094093817, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.1530855777044, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.1419612571838, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.1308364477172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.1197111491348, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.1085853612806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.0974596447585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.0863352378299, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.0752103424941, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.0640849586748, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.0529590861879, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.0418327248672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.0307055368983, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.0195758382948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 767.0084456491976, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.9973149693762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.9861837987637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.9750521371831, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.963919984485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.9527873405492, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.9416542052096, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.9305205783381, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.9193864598053, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.9082518494748, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.897116747189, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.8859811527623, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.8748450660936, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.8637084870145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.8525714154362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.8414338511565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.8302957940806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.8191572440606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.8080182008963, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.7968786645127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.7857386347371, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.7745981114058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.7634570944078, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.7523155835858, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.7411735788221, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.7300310799294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.7188880868013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.7077445992367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.6966006171704, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.6854561404426, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.6743111688623, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.6631657023374, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.6520197406896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.6408732837741, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.6297263314909, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.6185788836677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.6074309401474, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.5962825007811, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.5851335654867, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.5739841340718, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.5628342063787, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.5516837822872, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.5405328616475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.5293814443341, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.5182295301893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.5070771190856, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.4959242108284, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.4847708053248, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.4736169024355, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.4624625019784, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.4513076038066, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.4401522078168, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.4289963138385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.4178399217633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.406683031425, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.3955256426287, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.3843677552801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.3732093692693, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.3620504843805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.350891100527, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.3397312175207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.328570835261, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.3174099535382, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.3062485723059, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.2950866913515, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.2839243105261, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.2727614297066, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.2615980487595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.2504356616884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.239273816823, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.2281114728047, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.2169486294299, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.2057852866027, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.1946214441464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.1834562194688, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.1722888413324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.1611209617092, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.1499525805701, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.1387836976506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.1276143128905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.1164444261091, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.1052740371711, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.0941031459236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.0829317522185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.0717598559411, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.0605874569266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.0494145550256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.0382411501084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.0270672420226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.0158928306089, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 766.0047179157524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.9935424972894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.9823665750832, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.9711901489602, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.9600132188334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.9488357844799, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.9376578458514, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.9264794027249, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.9153004549685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.90412100247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.8929410450639, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.8817605826084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.8705796149524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.8593981419655, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.8482161634863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.8370336793365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.825850689468, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.8146671936502, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.8034831917627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.7922986836835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.7811136692509, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.7699281482728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.7587421206814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.7475555863131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.7363685450078, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.7251809965769, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.7139929409439, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.7028043779388, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.6916153074116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.6804257292207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.6692356431992, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.6580450492687, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.6468539472264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.635662336925, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.624470218254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.6132775910307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.6020844551094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.5908908103818, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.5796966566595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.5685019938425, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.5573068217814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.5461111402968, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.5349149492491, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.5237182484871, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.5125210379022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.5013233173142, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.4901250865704, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.4789263455747, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.4677270941612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.4565273321241, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.4453270594039, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.4341262758093, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.4229249811982, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.4117231754112, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.4005232395417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.389323127733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.3781225058389, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.3669213736414, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.3557197310594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.3445175778756, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.3333135859309, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.322107695465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.310901292539, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.299694377005, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.2884869486886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.2772790074786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.2660705532163, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.2548615857376, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.24365210492, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.2324421106202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.221231602697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.2100205809679, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.1988090452958, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.1875969955503, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.1763844316076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.1651713532714, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.1539577604467, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.1427436529539, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.1315290306002, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.120313893334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.1090982409604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.0978820733333, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.0866653902995, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.0754481917562, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.0642304775116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.0530122474055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.0417935013436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.0305742391698, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.019354460698, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 765.0081341658102, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.9969133543436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.9856920261643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.974470181131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.9632478190946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.9520249398959, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.9408015433901, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.9295776294304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.9183531978886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.9071282485725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.8959027813892, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.8846767961716, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.8734502927929, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.8622232710367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.8509957307995, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.8397676719677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.8285390943468, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.8173099978119, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.8060803822311, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.7948502474055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.7836195932384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.7723884195561, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.7611567262101, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.7499245130678, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.738691779969, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.7274585267887, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.716224753339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.7049904595098, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.6937556451478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.6825203100947, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.671284454199, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.6600480773579, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.648811179338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.637573760061, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.6263358193578, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.615097357088, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.6038583730968, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.5926188672508, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.5813788393566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.570138289343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.5588975212577, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.547658824385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.5364196064415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.5251798673669, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.5139396068936, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.5026988249367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.4914575213771, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.4802140419957, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.468968796408, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.4577230271736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.4464767341397, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.435229917205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.4239825761852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.4127347109336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.4014863212722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.3902374071456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.3789879683058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.3677380046497, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.3564875160437, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.3452365023136, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.3339849633044, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.3227328988968, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.3114803089379, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.3002271932372, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.2889735516804, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.2777193841442, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.2664646904432, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.2552094704477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.2439537239954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.2326974509338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.221440651127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.2101833244335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.1989254706735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.1876670897547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.1764081814796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.1651487456959, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.1538887823094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.1426282910913, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.131367271977, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.1201057247494, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.1088436492853, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.0975810454762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.0863179131236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.0750542520951, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.0637900622091, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.0525253433618, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.0412600953994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.0299943181684, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.0187280114897, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764.0074611752345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.9961938092976, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.9849259134708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.9736574876135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.9623885315929, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.9511190452727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.9398490284852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.9285784810558, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.9173074029208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.9060357938131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.8947636536552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.8834909823171, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.8722177795864, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.8609440453705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.8496697794798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.8383949817733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.8271196521445, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.8158437903852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.8045673963512, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.7932904699595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.7820130109931, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.7707350193114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.7594564947849, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.7481774372657, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.7368978465705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.7256177226258, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.7143370651526, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.7030567305111, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.6917780891022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.6804989154433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.6692192094124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.6579389708176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.6466581995038, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.635376895372, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.6240932164891, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.612807762575, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.6015217737422, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.5902352497984, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.5789481905629, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.5676605959806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.5563724658372, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.545083800035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.5337945983769, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.522504860678, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.5112145869025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.4999237768022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.4886324302646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.4773405471109, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.4660481272764, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.4547551704998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.443461676689, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.432167645689, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.420873077386, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.4095779715587, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.3982823280841, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.3869861468002, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.3756894276004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.3643921702982, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.3530943747502, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.3417960408055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.3304971683656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.3191977571915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.3078978071518, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.2965973181313, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.285296289979, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.2739947225003, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.2626926156083, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.2513899691053, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.240086782852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.2287830567288, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.2174787905271, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.2061739841247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.19486863737, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.1835627501098, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.1722563222195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.1609493535541, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.1496418438883, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.1383337931337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.1270252011225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.1157160676937, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.1044063927552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.0930961760617, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.0817854175314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.0704741169903, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.0591622742903, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.0478498892543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.0365369617828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.025223491722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.013909478872, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763.0025949231076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.9912798242842, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.9799641822127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.9686479968009, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.9573312678644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.9460139952904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.9346961788297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.9233778184687, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.9120589139328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.9007394651597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.8894194719134, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.8780989341368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.8667778515947, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.8554562241898, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.8441353588461, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.832815912794, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.8214959231418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.8101753897313, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.7988543124152, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.7875326910668, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.7762105254897, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.7648859405375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.7535594144471, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.7422323419735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.7309047229662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.7195765572473, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.7082478446674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.6969185851088, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.6855887783854, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.6742584243598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.6629275228875, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.6515960737963, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.640264076978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.6289315322418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.617598439413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.6062647983932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.5949306090067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.5835958711239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.5722605845409, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.5609247491332, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.5495883647587, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.5382514312822, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.5269139485273, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.5155759163213, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.5042373345384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.4928982030375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.4815585216074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.4702182901816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.4588775085472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.4475361765933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.4361942941241, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.4248518610117, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.4135088770761, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.4021653422104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.3908212562324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.3794766190141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.3681314303712, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.3567856901833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.3454393982561, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.3340925544801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.3227451586633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.3113972106963, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.300048710401, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.2886996576016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.277350052214, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.2659998940024, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.2546491828784, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.24329791868, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.2319461012106, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.2205937303486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.2092408059407, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.1978873278482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.1865332959019, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.1751787099536, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.1638235697969, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.152467875371, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.1411116264931, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.1297548229912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.1183974647059, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.1070395515087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.0956810832045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.0843220597026, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.0729624807824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.0616023463893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.0502416562607, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.0388804103256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.0275186083361, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.0161562502478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 762.0047933358419, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.9934298649621, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.9820674811908, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.9707063593922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.9593446825155, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.9479824503011, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.936619662757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.9252563196243, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.9138924207772, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.9025262259946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.8911577529643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.8797887219355, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.8684191327769, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.857048985323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.8456782793944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.8343070149076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.8229351916207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.8115628094471, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.8001898682273, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.7888163677766, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.7774423079443, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.7660676886202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.7546925095825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.743316770742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.731940471917, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.7205636129382, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.7091861936727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.6978082139711, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.6864296736542, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.6750505725747, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.6636709106123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.6522906875491, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.6409099033076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.6295285576612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.6181466504971, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.6067641816643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.5953811509705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.583997558338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.5726134035093, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.5612286864493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.5498434068729, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.5384575647132, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.5270711598016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.515684191985, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.504296661083, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.4929085669387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.4815199094477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.4701306883987, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.4587409037085, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.4473505551258, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.4359596425583, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.4245681658408, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.41317612485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.4017835193616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.3903902326281, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.3789961213141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.3676014452916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.3562062044374, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.3448103985874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.333414027592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.3220170912697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.3106195894723, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.2992215221045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.2878228889272, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.2764236898453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.2650239246852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.2536235932463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.2422226954951, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.2308212311377, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.2194192000591, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.2080166021601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.1966134372503, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.1852097051728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.1738056663065, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.1624053129643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.1510043944129, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.1396029104302, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.1282008608438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.116798245532, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.1053936668127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.0939854054407, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.0825765754753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.0711671768003, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.0597573121876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.0483471457295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.0369364098997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.025525104495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.0141132293637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761.0027007843111, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.9912877692628, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.9798741839816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.9684600283742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.9570453022334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.9456300054695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.9342141378418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.9227976992796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.9113806895728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.8999631085806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.8885449561482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.8771262321238, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.8657069363392, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.8542870686465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.8428666288593, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.8314456168874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.8200240325214, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.8086018756438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.7971791460484, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.785755843631, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.7743319681912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.7629075196315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.751482497734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.7400569023321, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.7286307333491, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.7172039905637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.7057766738187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.6943487830262, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.6829203179536, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.6714912784755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.6600616644463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.6486314756809, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.6372007120539, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.6257693733626, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.6143374595288, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.6029049702952, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.5914719055758, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.5800382652222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.5686040490326, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.5571692568299, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.5457338885724, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.5342979439886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.5228614229666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.5114243253308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.4999866509472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.4885483996574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.4771095712828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.465670165695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.454230182718, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.442789622215, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.4313484839751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.4199067678971, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.4084644738164, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.3970216015595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.3855781509633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.3741341219114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.3626895141962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.3512443276982, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.339798562272, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.3283540725382, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.3169110007765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.3054673515663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.2940231247447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.2825783202024, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.2711329377257, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.2596869771718, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.2482394944624, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.2367885257437, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.2253369764492, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.2138848465133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.202432135717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.1909788439053, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.1795249710034, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.1680705167288, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.1566154809998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.1451598636635, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.1337036645369, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.1222468834453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.1107895202889, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.0993315748769, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.0878730469973, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.0764139365981, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.0649542434361, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.0534939674106, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.0420331082992, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.030571666019, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.0191096403761, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760.007647031212, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.9961838383672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.984720061685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.9732557009788, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.9617907561623, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.9503252270208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.9388591133952, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.9273924151743, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.9159251321296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.9044572641856, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.8929888111413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.8815197727885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.8700501490413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.8585799397008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.8471091446371, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.8356377637056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.8241657966837, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.8126932435118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.8012201039203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.7897463778193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.7782720650213, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.7667971653835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.7553216787319, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.7438456049598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.7323689438347, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.7208916952444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.7094138589966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.6979354349671, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.6864564229802, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.6749768228774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.6634966345244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.6520158577141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.640534492329, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.6290525381955, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.6175699951976, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.6060868630447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.5946031417199, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.5831188310275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.5716339307332, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.5601484407824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.5486623609514, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.5371756910952, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.5256884310984, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.5142005807206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.5027121398672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.4912231083493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.4797334860315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.4682432726945, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.4567548275269, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.4452674826418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.4337795483762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.4222910245519, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.410801911035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.3993122076412, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.3878219142463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.3763302142848, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.3648346902493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.3533385736143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.3418418642628, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.3303445620301, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.3188466667393, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.3073481782588, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.2958490964118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.2843494210416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.2728491519792, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.2613482891043, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.2498468322276, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.2383447811302, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.2268421357691, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.2153388959237, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.2038350614249, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.1923306320972, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.1808256078552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.1693199884413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.1578137737777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.1463069636753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.1347995579529, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.123291556514, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.1117829590735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.1002737655915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.0887639758973, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.0772535897829, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.0657426071057, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.0542310276941, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.0427188513781, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.0312060780695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.019692707511, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 759.0081787396218, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.9966641741935, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.98514901109, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.9736332501185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.9621168911832, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.9505999340257, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.9390823785645, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.9275642246162, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.9160454720158, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.9045261206448, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.8930061702625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.8814856207757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.869964471972, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.858442723698, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.8469203758609, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.8353974282107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.8238738806774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.8123497330118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.8008249850993, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.7892996367598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.777773687868, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.7662471381868, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.7547199876112, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.743192236035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.731663883215, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.7201349289726, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.7086053732606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.6970752157616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.6855444564396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.6740130950752, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.6624811315153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.6509485656095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.6394153972063, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.6278816261221, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.6163472521963, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.6048122752816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.5932766952111, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.5817432923861, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.5702107576667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.5586776214019, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.5471438835184, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.5356095438358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.5240746021833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.5125390584004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.5010023640145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.4894613642934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.4779197597779, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.4663775503493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.4548347358377, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.4432913160861, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.4317472908772, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.4202026601367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.4086574236469, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.3971115812419, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.385565132763, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.3740180780785, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.3624704170118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.3509221493986, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.3393732750686, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.3278237938417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.3162737056457, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.3047230101802, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.2931717074079, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.2816197970843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.2700672790927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.258514153234, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.2469604193775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.2354060773873, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.223851127023, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.2122955681668, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.20073940067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.1891826243418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.1776252390131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.1660672445691, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.1545086408058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.1429494275923, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.1313896047232, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.1198291720756, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.1082681294657, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.0967064767216, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.0851442137139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.073581340248, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.062017856171, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.050453761355, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.038889055565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.0273237386814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.0157578105717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 758.0041912710058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.9926241198693, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.981056356996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.9694879822046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.9579189953218, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.9463493962011, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.9347791847288, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.9232083606056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.9116369238508, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.9000648741576, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.8884922114398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.8769189354545, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.86534504613, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.8537705432307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.8421954266713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.8306196962193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.8190433517422, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.8074663930522, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.795888820003, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.7843106324367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.7727318302136, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.7611524131139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.7495723810141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.7379917337206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.7264104710708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.7148285929329, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.7032492201348, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.6916705663998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.6800912989029, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.668511417488, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.6569309220022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.6453498122481, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.633768088066, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.6221856080145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.6105981998737, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.599010174564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.5874215319463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.575832271871, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.5642423941833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.5526518986915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.5410607852667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.5294690536975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.5178767038528, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.5062837355574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.4946901486157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.4830959429385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.4715011183191, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.4599056745662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.4483096115777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.436712929143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.4251156270732, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.4135177053076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.4019191635507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.3903200017486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.3787202196331, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.3671198171621, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.3555187940815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.3439171502368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.3323148855147, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.3207119996548, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.3091084925742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.297504364113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.285899614021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.2742942422395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.2626882485537, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.2510816328036, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.2394743947921, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.2278665344115, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.2162580514442, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.2046489457821, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.1930392172108, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.181428865564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.1698178907062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.158206292488, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.1465940706586, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.1349812251748, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.1233677557954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.1117536623642, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.1001389446926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.0885236026569, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.0769076360972, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.0652910448105, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.0536738286636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.0420559874592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.0304375210796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.0188184292957, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757.0071987120016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.9955783690114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.9839574001318, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.9723358052088, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.9607135841572, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.9490907366616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.937467262682, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.9258431620121, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.9142184344445, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.9025930798898, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.8909670981182, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.8793404890005, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.8677132523334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.8560853880371, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.8444568958412, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.8328277756518, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.821201413311, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.8095756987254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.797949357906, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.786322390735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.774694796998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.7630665765961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.7514377293178, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.7398082550208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.7281738926573, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.716538500858, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.7049024792173, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.6932658275744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.6816285457247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.6699906335392, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.6583520908579, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.64671291751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.635073113308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.6234326781251, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.6117916117477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.6001499140446, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.5885075848244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.5768646239563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.5652210312219, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.5535768064855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.5419319495761, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.5302864603472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.5186403385742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.5069935841949, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.4953461969258, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.4836981766589, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.4720495232277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.4604002364414, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.4487503161639, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.4370997622354, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.4254485744267, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.4137967526524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.4021442966829, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.3904912063531, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.3788374815389, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.3671831220429, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.3555281277122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.3438724983378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.3322162338281, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.3205593339432, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.308901798591, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.2972436275339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.2855848206416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.2739253777004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.262265298626, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.2506045831688, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.2389432312274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.2272812425896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.2156186170916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.2039553545884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.1922914549009, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.1806269178463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.1689617433025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.1572959310474, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.1456294809562, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.1339623927977, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.1222946664838, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.1106263018052, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.098957298581, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.0872876567009, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.0756173759432, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.0639464561099, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.052274897127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.0406026987675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.0289298609113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.0172563833188, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 756.0055822658509, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.9939075083432, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.9822321106444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.9705560725599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.9588793939291, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.9472020745898, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.9355276990783, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.9238539686564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.9121795993681, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.9005045911149, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.8888289436916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.8771526569531, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.8654757307289, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.8537981648586, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.8421161569719, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.8304324398462, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.8187480801726, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.8070630778296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.7953774325455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.7836911441675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.772004212603, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.7603166376128, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.7486284190917, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.7369395568139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.7252500505792, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.7135599003497, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.7018691058182, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.6901776668826, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.6784855833924, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.6667928551296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.6550994819427, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.6434054636529, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.631710800161, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.6200154911731, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.608319536621, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.5966229363205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.5849256900782, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.5732277977328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.5615292590904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.549830074019, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.5381302423361, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.5264297638546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.5147286384324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.5030268659193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.4913244460912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.4796213788045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.4679176639072, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.4562133011988, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.4445082904932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.432802631696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.4210963245789, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.4093893689824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.3976817647485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.3859735116789, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.3742646096172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.3625550584492, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.3508448579425, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.3391340079314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.3274225082279, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.3157103587124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.3039975592003, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.2922841095266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.2805700094463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.2688552589134, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.2571398577039, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.2454238055835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.2337071024988, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.2219897481804, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.2102717425191, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.1985530852778, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.1868337763891, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.1751138155923, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.1633932027675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.1516719376964, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.1399500202691, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.1282274502881, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.1165042275627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.1047803519762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.0930558232465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.0813306413314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.0696048059966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.0578783171068, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.0461549036253, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.0344321889451, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.0227088226644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 755.010984804593, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.9992601345532, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.9875348124192, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.9758088379338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.9640822110381, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.9523516999029, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.9406186852867, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.9288850152168, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.9171506895154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.9054157080317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.8936800705942, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.8819437769566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.8702068271085, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.8584692206726, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.8467309576681, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.8349920378292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.8232524609709, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.8115122269701, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.7997713356139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.7880297867994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.7762875802548, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.7645447158585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.7528011934866, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.7410570129206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.7293121739483, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.7175666764416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.7058205202758, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.6940737051931, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.6823262310512, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.670577797111, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.6588286978692, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.6470789392927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.6353285212242, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.6235774434895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.6118257059563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.6000733084145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.5883202506827, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.5765665326134, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.5648121540041, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.5530571147464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.5413014145997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.529545053445, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.517788031061, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.5060303473372, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.4942720020247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.4825129950091, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.4707533260996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.4589929950974, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.4472320018893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.4354703462524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.4237080280789, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.4119450471312, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.4001814032138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.3884170962199, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.3766521259582, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.3648864922952, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.35312019495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.3413532338441, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.32958560877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.3178173195654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.3060483660684, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.2942787480888, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.282508654154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.2707380068397, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.2589666942661, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.2471981176942, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.2354307687931, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.2236627567628, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.2118940812849, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.2001247422812, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.1883547396097, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.1765840729926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.1648127423167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.15303846032, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.1412605061004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.1294818847505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.1177025960902, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.1059226399219, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.0941420161264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.0823607244209, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.0705787647966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.0587961369271, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.0470128407037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.0352288759802, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.0234442425445, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 754.0116589402492, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.999872968829, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.9880863282732, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.9762990182955, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.9645110387457, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.9527223894725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.9409330702256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.929143080937, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.9173524213509, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.9055610913591, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.8937690907055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.8819764193001, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.8701830769555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.8583890634518, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.8465943786482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.8347990223407, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.8230029944078, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.8112062946298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.7994089228403, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.7876108789045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.7758121625994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.7640127737469, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.7522127122135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.7404119777988, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.728610570351, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.7168084896874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.7050057355915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.6932023079324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.6813982065473, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.6695934312137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.6577879818152, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.6459818581128, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.6341750599845, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.6223675872451, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.6105594397167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.598750617208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.5869411195706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.5751309466259, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.5633200981405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.5515085740526, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.5396963740668, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.5278834981223, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.5160699459122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.5042557173792, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.492440812324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.4806252305316, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.4688089719028, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.456992036101, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.4451744231112, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.4333561327311, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.4215371647324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.4097175189921, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.3978971953042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.3860761935008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.3742545133488, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.3624321548169, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.3506133388963, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.3387951337259, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.3269762522187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.3151566941917, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.3033364594482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.2915155478762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.2796939591968, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.2678716933377, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.2560464664705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.2442173348131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.2323875227639, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.2205570301858, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.2087258568245, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.1968940025725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.1850614671982, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.1732282506047, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.1613943525145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.1495597728144, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.1377245113226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.1258885678506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.1140519422676, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.1022146343028, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.0903766438875, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.0785379707655, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.0666986147934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.0548585758097, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.0430178536176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.031176448073, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.0193343589171, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 753.0074915860396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.995648129254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.9838039883939, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.9719591632238, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.9601136536681, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.9482674595141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.9364205805202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.9245730165588, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.9127247674694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.9008758330447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.889026213122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.8771759075532, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.8653249161018, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.8534732386529, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.8416208749563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.8297678249078, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.8179140883113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.8060596649254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.7942045547055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.78234875734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.770492272714, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.7586351006394, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.7467772409683, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.7349186934923, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.7230594580216, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.7111995344051, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.6993389224964, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.6874776220589, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.6756156329343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.6637529549336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.6518895879062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.6400255316815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.6281607860266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.6162953508446, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.6044292258895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.5925624110308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.5806949060651, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.5688267108114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.5569578250829, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.5450882487435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.5332179815716, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.5213470234232, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.5094753741099, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.4976030334554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.4857300012853, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.4738562774038, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.4619818616084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.4501118559739, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.4382417853367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.426371025091, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.4144995749194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.402627434757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.390754604319, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.3788810835189, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.3670068721426, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.3551296882601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.3432483660682, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.3313663500184, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.3194836400089, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.3076002358175, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.2957161372577, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.2838313440875, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.2719458562466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.2600596735185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.2481727956534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.2362852225835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.2243969540716, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.2125079899296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.2006183299874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.1887279740865, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.176836922032, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.1649451736548, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.1530527287348, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.141159587153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.1292657487393, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.1173712132475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.1054759804982, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.0935800504038, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.0816834226998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.0697860972492, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.0578880738595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.0459893523404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.0340899325143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.0221898142307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 752.010288997279, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.9983874814852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.9864852666924, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.9745823527372, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.9626787393552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.9507744264383, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.9388694138061, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.9269637012417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.9150572886067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.9031501756913, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.8912423623111, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.879333848313, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.8674246335048, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.8555147177314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.8436041007845, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.8316927824766, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.8197807626539, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.8078680411201, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.7959546176963, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.7840404922146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.7721256644738, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.7602101342981, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.748293901507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.7363769659767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.7244593274768, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.7125409858094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.700621940819, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.688702192336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.6767817401745, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.6648605841178, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.6529387240157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.6410161596937, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.6290928909468, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.617168917694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.6052442395754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.5933188565749, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.5813927683937, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.5694659749411, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.5575385999472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.5456163430174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.5336933830047, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.5217697198173, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.5098453532026, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.4979202829963, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.485994509045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.4740680311559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.4621408491674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.4502106541719, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.4382761135238, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.4263408653543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.414404909554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.4024682459562, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.3905308742942, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.3785927944915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.3666540062457, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.3547145094775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.3427743039656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.330833389565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.3188917660327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.3069494332374, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.2950063909717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.2830626390657, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.2711181773365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.2591730055962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.2472271236975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.2352805313911, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.2233332285604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.2113852149848, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.1994364905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.1874870549144, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.1755369080703, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.1635860497527, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.151634479812, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.1396821980195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.1277292042834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.115775498326, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.1038210799877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.0918659491218, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.0799101054997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.0679535490196, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.0559962794108, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.0440382965071, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.0320796001528, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.0201201902175, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751.0081600663863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.9961992285794, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.9842376766131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.9722754102502, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.9603124293067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.9483487337117, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.9363843231607, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.9244191974923, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.9124533565862, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.9004868001757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.8885195281177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.8765515402424, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.8645828363767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.8526134163061, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.8406432798569, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.8286724268628, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.8167008570915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.8047285704647, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.79275556667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.7807818456245, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.7688074070684, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.756832250895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.7448563768603, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.7328797848298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.7209024745692, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.7089244459925, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.696945698756, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.6849662328182, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.6729860479004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.6610051439317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.6490245108208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.6370483391489, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.625071450608, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.6130938451455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.6011155225493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.5891364826275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.577156725178, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.5651762500262, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.5531950570555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.541210750773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.5292219483999, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.5172324247725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.5052421795504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.4932512127195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.481259524023, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.469267113268, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.4572739803093, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.4452801249357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.4332855469124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.4212902461591, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.4092942224333, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.3972974755268, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.3853000053222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.3733018115583, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.3613028941672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.3493032528146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.3373028874474, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.3253017977958, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.3132999837392, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.3012974449915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.2892941814724, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.2772901930226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.2652854793344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.2532800402952, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.2412738756896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.2292669854196, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.2172593691788, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.2052510268599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.1932419582714, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.1812321632153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.1692216415206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.1572103929578, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.1451984173535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.133185714604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.1211722844322, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.1091581266894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.0971432412035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.0851276277316, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.0731112862323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.0610942163465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.0490764179431, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.0370578908327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.0250386349431, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.0130186499614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 750.0009979357244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.9889764920622, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.9769543188094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.9649314157438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.9529077826807, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.9408834195104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.9288583259743, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.916832501879, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.9048059470354, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.8927786613469, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.8807506445171, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.868721896429, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.8566924169006, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.8446622056762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.8326312626856, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.8205995876317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.8085671803511, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.796534040687, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.7845001684666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.7724655634815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.760430225554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.7483941544477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.7363593598068, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.7243282187599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.7122963470885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.7002637444795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.688230410748, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.6761963457461, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.66416154932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.6521260211975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.6400897612795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.6280501926802, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.6160060698666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.6039612116624, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.5919156178907, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.5798692884198, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.5678222230049, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.5557744214886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.5437258836935, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.5316766094129, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.5196265984507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.5075758506539, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.4955243658113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.483472143719, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.471419184222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.4593654871479, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.4473110522753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.4352558794097, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.4231999683958, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.41114331905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.3990859311539, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.3870278045229, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.3749689390254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.362909334379, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.3508489904848, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.3387879070765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.3267260840539, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.3146635211547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.3026002182485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.290536175104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.27847139153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.2664058674369, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.2543396024754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.2422725965928, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.2302048495395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.2181363611654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.206067131231, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.1939971596033, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.1819264460598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.1698549904031, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.1577827924823, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.1457098521025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.1336361690309, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.1215617431407, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.1094865741828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.097410662025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.0853340064496, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.0732566073048, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.0611784643627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.0490995774286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.0370199463599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.0249395709046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.012858450922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749.0007765862031, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.9886939766113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.9766106218759, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.964526521823, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.9524416763695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.9403560851981, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.9282697481788, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.9161826651305, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.9040948358196, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.8920062601228, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.879916937767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.8678268686482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.8557360525608, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.8436444892532, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.831552178583, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.8194623425939, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.8073751618601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.7952872362757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.7831985656176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.7711091497, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.7590189883136, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.7469280813533, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.7348364285662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.7227440297501, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.7106479926078, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.6985474744654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.6864462066723, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.6743441890578, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.6622414214812, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.6501379036717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.6380336354856, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.6259286167164, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.6138228472224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.6017163267413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.58960905514, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.5775010322093, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.565392257724, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.5532827315653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.5411724535115, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.5290614233452, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.5169496408938, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.5048371060211, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.4927238184184, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.4806097779922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.4684949845607, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.4563794378387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.4442631378084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.4321460840616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.4200282765847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.4079097150923, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.3957903994026, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.3836703293504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.371549504802, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.3594279254179, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.3473055911726, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.3351825017212, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.323058657007, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.3109340567405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.2988087008001, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.2866825889777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.2745557210588, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.2624280968512, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.250299716212, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.2381705789015, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.2260406847535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.2139100335838, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.2017786251629, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.1896464593414, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.1775135359084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.1653798546625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.1532454154598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.1411102180722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.1289742622932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.1168375480048, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.104700074871, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.09256184286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.0804228517059, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.0682831011873, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.0561425912225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.0440013215185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.0318592919185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.0197165022042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 748.0075729522337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.9954286417683, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.9832835706641, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.9711377386901, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.9589911456684, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.9468437914182, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.9346956757029, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.9225467984016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.910397159256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.8982514296681, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.8861071223919, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.873962055878, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.8618162298752, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.8496696442807, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.8375222988661, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.8253755810216, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.8132281172929, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.8010784727961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.7889209989945, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.7767627615943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.7646037603607, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.7524439950553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.7402834655408, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.7281221715887, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.7159601130633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.7037972896961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.6916337013444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.6794693477916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.6673042289278, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.6551383444227, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.6429716941708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.6308042779294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.6186360955999, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.6064671468592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.5942974316702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.5821269496794, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.5699557008008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.5577836848096, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.5456109015018, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.533437350682, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.5212630321917, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.5090879458309, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.4969120913535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.4847354685978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.4725580774013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.4603799175616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.4482009888503, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.4360212911026, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.4238408241163, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.4116595877172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.399477581661, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.387294805781, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.3751113813576, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.3629272921585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.350742432277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.3385568015741, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.3263703997834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.3141832267587, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.3019952822823, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.289806566205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.2776170782814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.2654268183376, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.2532357862001, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.2410439816647, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.2288514044994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.216658054552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.2044639316588, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.1922690355294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.180073366064, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.1678769229775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.155679706168, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.1434817154219, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.1312829504832, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.119083411194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.1068830974027, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.0946820088228, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.0824862748931, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.0702907237638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.0580944005669, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.0458973050589, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.033699437073, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.021500796477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 747.0093013829492, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.9971011963894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.9849002365672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.9726944425695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.9604848470466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.9482744744563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.9360633245685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.9238513972621, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.911638692361, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.8994252095249, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.8872109487022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.8749959096506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.8627800921524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.8505634960547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.8383461211482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.8261279671992, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.8139090340725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.8016893215377, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.789468829398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.7772475574553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.7650255055368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.752802673447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.7405790609365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.7283546679107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.7161294940928, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.7039035392951, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.6916768033575, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.6794492860744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.6672209872108, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.6549919065858, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.6427620440741, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.630531399393, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.6182999723754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.6060677627873, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.5938347705683, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.5816009953274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.5693664370086, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.5571310954094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.5448949702459, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.5326580614037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.5204203686734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.5081818918175, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.4959426306615, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.4837025850165, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.4714617546892, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.4592201394776, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.4469777392126, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.434734553625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.4224905825633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.4102458258552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.3980002832653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.385753954654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.3735068397477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.3612589383785, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.3490102503698, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.3367607755067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.3245105135713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.3122594644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.3000076278249, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.287755003592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.2755015915194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.2632473914375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.2509924030871, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.2387366263262, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.2264800609234, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.2142227067689, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.2019645635321, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.1897056310904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.1774459092379, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.1651872307962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.152933249853, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.1406784821701, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.1284229276569, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.1161665859701, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.1039094571091, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.0916515407132, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.079392836624, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.0671333446721, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.0548730646688, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.0426059770325, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.030336795746, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.0180668225202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 746.005796057121, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.9935244993006, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.9812521490426, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.9689790059099, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.9567050698425, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.9444303405786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.9321548179956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.9198785018667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.9076013919715, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.8953234881136, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.8830447901069, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.8707652977389, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.8584850108485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.8462039292014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.8339220526041, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.8216393808563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.8093559137492, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.7970716511478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.7847865927849, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.772500738506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.7602140880376, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.7479266412308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.7356383979303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.7233493579109, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.7110595209388, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.6987688868373, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.6864774553908, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.6741852264511, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.6618921997261, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.6495983750891, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.637303752357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.6250083312532, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.6127121117028, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.6004150933761, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.5881172761017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.5758186597368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.563519244071, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.551219028833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.5389180139268, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.5266161990835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.5143135840974, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.5020101688183, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.4897059530018, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.4774009364761, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.4650951190158, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.4527885004463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.4404810805909, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.4281728591932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.4158638360592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.4035540110673, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.3912433838741, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.378931954417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.366619722471, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.3543066877432, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.3419928501364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.3296782093861, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.317362765302, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.3050465177337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.2927294664676, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.2804116112558, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.2680929519619, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.2557734882818, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.2434532201369, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.2311372175686, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.2188228986782, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.2065077780844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.1941918555946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.1818751309567, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.1695576039976, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.1572392745035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.1449201423154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.1326002071582, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.1202786587263, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.1079495576029, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.0956196495124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.0832889342821, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.070957411774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.0586250817055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.0462919439365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.0339579982568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.0216232444463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 745.009287682267, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.9969513115951, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.984614132185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.9722761438449, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.959937346373, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.947597739544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.9352573231694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.9229160971181, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.9105740611187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.8982312149274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.8858875583884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.87354309139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.8611978135539, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.8488517247973, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.8365048249206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.8241571136499, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.8118085908847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.79945925632, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.7871091098056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.7747581511362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.7624063800778, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.7500537964928, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.7377004001021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.7253461908072, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.7129911682708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.7006353323909, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.6882786829511, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.6759212197725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.6635629424984, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.651203851102, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.638843945303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.626483224987, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.6141216898566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.6017593397014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.589396174341, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.5770321936137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.5646673972759, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.5523017851399, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.539935356987, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.5275681126282, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.5152000518541, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.5028311744751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.4904614802888, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.4780909690336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.465719640605, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.4533474947394, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.4409745312229, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.4286007498828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.4162261505284, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.403850732877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.3914744968259, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.3790974421154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.366719568557, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.3543408759114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.3419613640781, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.3295810327371, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.3171998817606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.3048189332422, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.2924439390611, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.2800681280638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.2676915001362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.2553140549031, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.2429357923668, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.2305567122094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.2181768142027, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.2057960981894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.1934145639663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.1810288383209, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.1686378664023, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.1562460722828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.1438534555591, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.1314600162087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.1190657538879, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.1066706684401, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.0942747596729, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.0818780273809, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.0694804713207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.0570820913736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.0446828872314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.0322828587434, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.0198820057306, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 744.0074803279384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.9950778251736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.9826744972318, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.9702703439447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.9578653650556, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.945459560349, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.933052929736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.9206454728239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.9082371895936, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.895828079713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.8834181430666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.8710073793562, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.8585957884583, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.8461833701373, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.8337701241771, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.8213560503672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.8089411485116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.7965254184484, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.7841088598885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.7716914726941, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.7592732566351, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.7468542114623, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.7344343371124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.7220136331958, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.7095920996227, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.6971697361721, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.6847465425788, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.6723225187083, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.6598976643332, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.6474719792362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.6350454632178, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.6226181160462, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.610189937599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.5977609275621, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.5853310857891, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.5729004120662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.560468906204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.548036567941, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.535603397139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.5231693935492, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.5107345570065, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.4982988872036, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.4858623840759, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.4734250472653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.4609868767211, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.4485478721074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.4361080332772, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.423667360029, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.4112258521529, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.3987835094397, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.3863403316126, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.3738963186056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.3614565755338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.349018932003, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.3365804561671, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.3241411477976, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.3117010067156, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.299260032717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.286818225526, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.2743755850495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.2619321109892, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.2494878031865, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.2370362085163, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.2245821883251, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.2121273301639, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.1996716338888, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.1872150991937, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.1747577259873, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.1622995139542, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.1498404630203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.1373805727866, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.1249198432446, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.1124582741027, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.0999958650868, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.087532616114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.0750685268218, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.0626035971717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.0501378268876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.0376712157052, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.0252037634846, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.0127354699559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 743.0002663350017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.9877963583511, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.9753255397435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.9628538791162, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.950381376159, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.9379080306448, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.925433842453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.9129588113021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.9004829369879, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.8880062193606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.8755286581463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.8630502531772, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.850571004227, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.8380909110494, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.8256099735125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.8131281913426, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.8006455643751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.7881620923856, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.7756777751611, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.7631926125101, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.7507066041721, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.7382197499926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.7257320497583, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.7132435032106, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.700754110208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.6882638704658, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.6757727838601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.6632808500883, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.6507880690683, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.6382944404289, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.6257999640699, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.6133046397872, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.6008084673131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.5883114464682, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.5758135770747, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.5633148588647, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.5508152916211, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.5383148751795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.5258136093255, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.5133114938149, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.5008085284774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.488304713094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.4758000474384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.4632945313158, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.450788164502, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.4382809467777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.4257744297706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.413273793248, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.4007723088514, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.3882699764122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.3757667955994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.3632627663562, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.350757888368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.3382521614778, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.3257455854464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.3132381600382, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.3007280511551, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.2882106394898, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.2756923741335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.2631732549868, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.2506532817683, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.2381324542928, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.2256107723923, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.2130882357458, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.2005648442895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.1880405976585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.1755154957568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.1629895383427, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.150462725151, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.1379350560676, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.1254065307837, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.1128771491519, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.1003469109302, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.0878158159112, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.0752838639369, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.0627510546776, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.0502173880426, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.037682863726, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.0251474816226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.0126112414301, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 742.0000741429266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.9875361859948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.974997370351, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.9624576957654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.9499171620843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.9373757690835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.9248335164754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.9122904042197, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.8997464318919, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.8872015994453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.8746559065456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.8621093530837, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.8495619387937, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.8370136634405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.8244645268893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.8119145288916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.7993636691627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.7868119476125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.7742593639432, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.7617059179704, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.7491516094855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.7365964382552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.7240404040589, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.7114835067488, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.6989257460481, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.6863671217781, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.6738076336601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.6612472815747, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.6486860652636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.6361239845372, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.6235610390953, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.6109972288265, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.5984325534672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.5858670128518, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.5733006067736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.5607333348612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.5481651970924, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.5355961931514, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.5230263228805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.5104555860246, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.4978839823639, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.4853115117513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.4727449294484, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.4601792570899, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.4476127208152, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.4350453204567, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.4224770557155, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.4099079264394, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.3973379324798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.3847670735179, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.3721953493496, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.3596227598485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.3470433876932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.3344605306577, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.3218768038345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.3092922069641, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.2967067399646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.2841204025121, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.2715331944694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.2589451155513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.2463561655917, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.2337663443852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.2211756516573, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.208584087182, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.1959916508459, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.1833983423658, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.1708041615054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.1582091081697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.1456131819576, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.1330163828363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.1204187104255, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.1078201646625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.0952207452042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.0826204519207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.0700192845533, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.0574172429423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.0448143267881, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.0322105359016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.0196058701322, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 741.0070003292349, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.994393912948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.9817866210867, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.9691784534284, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.9565694097419, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.9439594898861, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.9313486935318, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.9187370205717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.9061244707003, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.8935110437545, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.8808967395436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.8682815577528, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.8556654889231, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.8430483951106, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.8304304233948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.8178115736009, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.8051918455346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.7925712388894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.7799497534647, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.7673273891669, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.7547041456472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.7420800227438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.7294550202253, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.7168291378757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.7042023754805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.6915747328221, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.6789462097212, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.6663168059039, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.6536865211733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.6410553552953, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.6284233081324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.615790379367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.6031565688319, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.5905261548066, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.5779014486789, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.5652758648139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.5526494031006, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.5400220632206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.5273938450123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.5147647483225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.5021347728614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.4895023174047, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.476859712416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.4642162233245, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.4515718498161, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.438926591757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.4262804488594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.41363342095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.4009855077624, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.3883367091303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.3756870248521, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.3630364546342, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.3503849983298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.3377326556512, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.3250795380427, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.3124255711847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.2997707170168, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.2871149753537, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.2744583459653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.2618008286722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.2491424232185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.2364831293996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.223822946996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.211161875774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.1984999155385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.185837066064, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.173173327107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.1605086984853, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.1478431799919, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.1351767713486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.1225094723832, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.1098412828159, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.0971722025695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.0845022312685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.0718313687565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.0591596148054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.0464869692223, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.0338134317311, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.0211390022187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 740.0084636803712, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.9957874659905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.9831103588879, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.9704323588121, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.9577534655314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.9450736788345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.9323929985537, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.9197114243914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.90702895619, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.8943455937107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.8816613367097, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.8689761849736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.8562901383577, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.8436031965506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.8309153593068, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.8182266265155, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.8055369978857, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.7928464731855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.7801550522781, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.7674627348558, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.7547695207454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.7420754097284, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.7293804015322, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.7166844959521, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.7039888972054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.69130022463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.6786106579143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.6659201968661, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.6532288413571, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.6405365909543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.6278434456175, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.6151494051056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.6024544691347, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.5897586375512, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.5770619100444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.5643569896179, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.551649434701, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.5389409792273, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.5262316232, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.51352136622, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.5008102081642, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.4880981487568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.4753851877794, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.4626713250467, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.4499565603631, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.4372408934119, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.4245243241004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.4118068520759, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.3990884771521, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.3863691991568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.3736490178048, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.3609279329575, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.3482059443111, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.335483051685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.3227592548769, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.3100345535855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.2973089476756, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.2845824369169, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.2718550209969, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.2591266997823, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.2463974730464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.2336673405026, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.2209363019995, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.2082043572959, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.195471506163, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.182737748365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.170003083669, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.1572675118854, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.1445310328413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.1317936461827, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.1190553517773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.1063161493568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.0935760387872, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.0808350197743, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.0680930920525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.0553502554408, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.0426065097836, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.0298618547682, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.0171162902345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 739.0043698158913, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.9916224315916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.978874137037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.966124932035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.9533748163902, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.9406237898236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.9278718521888, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.9151190031629, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.9023652426225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.8896105702828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.8768549859656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.8640984894164, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.8513410803397, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.838582758683, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.8258235240754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.8130633763183, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.8003023152489, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.7875403406048, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.7747774521921, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.7620136497103, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.7492493596335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.7364930107788, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.7237357512424, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.7109775807975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.6982184991801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.6854585062827, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.672697601744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.659935785382, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.6471730570656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.634409416467, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.6216448633794, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.6088739126676, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.5960982450512, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.5833216602535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.5705441580909, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.5577657382929, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.5449864007371, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.5322061450524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.5194249710878, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.5066428787159, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.4938598675338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.4810759374033, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.4682910880969, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.4555053193878, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.4427186310633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.4299310229137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.4171424946439, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.4043530460636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.3915626769184, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.3787713870734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.3659791762811, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.3531860442008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.3403919907635, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.3275970156163, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.3148011185824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.3020042994426, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.2892065579761, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.2764078939534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.2636083071492, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.2508077973046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.2380063642354, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.2252040076736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.2124007274374, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.1995965232928, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.1867913949745, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.1739853422935, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.1611783650059, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.1483704629418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.1355616357831, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.122751883362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.1099412054085, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.0971296017608, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.0843170721345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.0715036163178, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.0586892340843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.0458739252368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.033057689579, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.0202405267247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 738.0074224366373, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.9946034189074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.981783473465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.968962600017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.9561407983551, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.9433180681862, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.9304944094064, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.9176698216438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.9048443048168, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.8920178585406, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.8791904827089, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.8663621770827, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.8535329413797, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.8407027754266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.8278716789548, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.8150396517876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.8022066935988, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.7893730619284, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.776547780336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.7637215711818, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.7508944342728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.7380663693266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.7252373761625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.7124074545719, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.6995766042879, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.6867448251317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.6739121167424, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.6610784790753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.6482396865401, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.6353946438044, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.6225486669564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.6097017557374, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.5968539098445, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.5840051292162, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.5711554134854, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.5583047624972, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.5454531759736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.5326006537133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.5197471954774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.5068928010252, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.4940374701529, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.4811812026194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.4683239981789, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.4554658566342, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.442606777728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.4297467612565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.4168858069677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.4040239146608, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.391161084026, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.3782973149707, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.3654326071722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.3525669604071, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.3397003744495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.3268328491079, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.3139643840983, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.301094979183, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.288224634202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.2753533488875, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.262481123015, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.2496079563435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.2367338486476, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.2238587996911, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.2109828092433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.1981058770305, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.185228002962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.1723491866873, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.1594694279772, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.146588726662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.1337070824859, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.1208244952335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.1079409645959, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.0950564904443, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.0821710724513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.0692847104884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.0563974042564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.0435091534995, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.0306199580989, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.0177298177259, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 737.0048387321419, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.9919467012336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.9790537246332, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.9661598021751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.9532649336034, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.9403691186626, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.9274723572225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.9145746490076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.901675993749, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.8887763912046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.8758758411685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.862974343472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.8500718977256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.837168503858, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.8242649522772, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.8113694602235, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.7984730234774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.7855756418304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.7726773150075, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.7597780428433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.7468778249686, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.7339766613327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.721074551612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.708171495617, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.6952674929832, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.6823589327123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.6694432311631, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.6565265781766, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.6436089736183, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.6306904171093, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.6177709084793, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.6048504475293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.5919290339381, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.5790066675618, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.5660833481351, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.5531590754207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.5402338491559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.5273076692306, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.5143805352254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.5014524470465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.488523404435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.4755934070935, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.4626624548902, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.4497305475169, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.4367976847668, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.4238638663746, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.4109290921955, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.3979933618159, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.3850566752316, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.3721190321124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.3591804321188, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.346240875156, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.3333003609013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.3203588891923, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.3074164597978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.2944730723923, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.2815287268028, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.2685834228124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.2556371601719, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.2426899386485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.2297417579954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.2167926179815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.2038425183893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.1908914589353, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.1779394394358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.1649864596752, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.1520325193262, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.1390776182694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.1261217561766, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.1131649328606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.1002071480922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.0872484015772, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.0742886931843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.061328022567, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.0483663895606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.035403793923, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.0224402353881, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 736.0094757137558, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.9965102288154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.9835437802213, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.9705763678361, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.9576079913882, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.944638650638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.9316683454177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.9186970754195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.9057248403517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.8927516401327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.8797774744256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.8668023430043, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.8538283697657, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.8408613678379, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.8278934037755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.814924477377, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.8019545883602, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.7889837365059, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.7760119215604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.7630391433279, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.7500654015655, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.7370906960239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.7241150264396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.7111346524295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.6981469864086, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.685158351398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.6721687471558, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.6591781734884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.6461866300731, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.6331941167232, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.6202006331699, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.6072061791906, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.594210754616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.581214359116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.5682169925074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.5552186545008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.5422193448863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.5292190634553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.516217809985, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.5032155841343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.4902123857557, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.4772082146242, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.4642030704251, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.4511969529606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.4381898620195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.4251817973019, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.4121727586561, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.3991627458308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.3861517584756, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.3731397964069, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.3601268595193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.3471129474023, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.3340980598896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.3210821967064, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.3080653577108, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.2950475425645, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.2820287510311, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.2690089829615, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.2559882380295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.2429665160307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.2299438167697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.2169201399363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.2038954852643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.1908698526286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.1778432417138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.1648156522858, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.1517870841614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.138757537013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.1257270106869, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.1126955048843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.0996630193479, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.0866295539342, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.0735951083165, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.0605596823289, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.0475232756947, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.034485888082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.021447519405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 735.0084081693667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.9953678376927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.9823265242088, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.9692842286307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.9562409506698, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.943196690215, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.9301514468923, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.9171052205722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.9040580109743, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.8910098178574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.8779650027103, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.864925169149, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.8518843557151, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.8388425621905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.8257997883065, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.8127560338752, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.7997112985378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.786665582221, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.7736188845396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.7605712052939, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.7475225443046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.7344681844127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.7214072258457, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.7083452803339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.6952823477908, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.682218427882, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.6691535203004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.6560876249513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.6430207414751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.6299528697228, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.6168840094166, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.6038141602767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.5907433220501, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.5776714946173, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.5645986776511, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.551524870902, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.538450074139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.5253742871272, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.5122975096353, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.4992197413665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.4861409821756, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.4730612317613, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.4599804898562, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.4468987563025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.4338160307649, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.4207323130661, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.407647602918, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.394561900121, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.3814752044138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.3683875155438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.3552988332979, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.3422091574168, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.3291184876844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.3160268238005, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.3029341655878, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.2898405127397, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.2767458650188, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.2636502222621, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.2505535841568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.2374559505071, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.2243573209818, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.2112576954453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.1981570736027, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.1850554551719, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.1719528399905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.1588492278029, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.14574461832, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.132639011305, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.1195324065227, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.1064248037801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.093316202771, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.0802066032849, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.0670960050206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.0539844078462, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.0408718113885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.0277582155478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.0146436198816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 734.0015280243886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.9884114286455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.975293832486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.962175235617, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.9490556378677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.9359350389076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.9228134385468, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.9096908365452, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.896574845582, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.8834608357253, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.8703458280097, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.857229822149, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.8441128178137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.8309948148811, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.8178758130323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.8047558120857, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.7916348116929, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.778512811725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.765389811866, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.7522591618495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.7391235595326, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.7259868977937, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.7128492115725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.6997105201201, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.6865708232334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.6734301205339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.6602884118707, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.6471456969966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.6340019756715, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.6208572476087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.6077115126204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.594564770457, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.5814170207494, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.5682682633729, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.5551184981177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.5419677246296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.5288159427286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.5156631521476, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.5025093526303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.4893545439701, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.4761987258723, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.4630418981403, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.4498840605182, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.4367252126988, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.4235653545077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.4104044856192, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.397242605929, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.3840797150435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.3709158128299, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.3577508989516, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.344584973199, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.3314180353118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.3182500851169, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.30508112222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.2919111465416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.2787401577327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.2655681555572, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.2523951397806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.2392211101868, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.2260460664263, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.2128700083871, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.1996929357713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.1865148483104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.1733357457242, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.1601556278653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.1469744943967, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.1337924007729, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.1206093013817, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.1074251853005, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.0942400523588, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.0810539022976, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.0678667348773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.0546881447226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.0415098030992, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.0283304479684, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.015150078955, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 733.0019686959872, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.9887862986251, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.9756028867544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.9624184600973, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.9492330184519, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.9360465614949, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.9228590889766, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.9096629313049, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.8964625599272, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.8832611677888, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.8700587545695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.8568553199767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.8436508638409, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.8304453858613, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.8172388857896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.8040313634285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.7908228184757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.7776132506575, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.7644026597607, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.7511910455839, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.7379784078347, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.7247647462727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.7115500606158, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.6983343506267, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.6851176160812, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.6718998567153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.6586810723013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.6454612625505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.6322404271938, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.6190185660953, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.6057956788641, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.5925717653643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.5793468252807, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.5661208583427, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.5528938643849, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.5396658431248, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.526436794275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.513206717592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.4999756128632, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.4867434797935, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.4735103181985, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.4602761277167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.4470409082293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.4338046593734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.4205673810187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.4073290728177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.3940897345478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.3808493659839, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.367607966735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.3543655367512, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.3411220756799, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.3278775833213, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.3146320593694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.3013855035887, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.2881379157211, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.2748892954963, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.2616396427442, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.2483889571358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.2351372384366, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.2218844864075, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.2086307008275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.1953758813544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.1821200278428, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.168863140013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.1556052174745, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.1423462602324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.1290862678187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.1158252400705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.1025631767136, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.0893000775294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.076041292513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.0627872530564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.0495321815933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.0362760780208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.0230189419267, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732.0097607731286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.9965015714736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.983241336497, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.9699800680986, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.9567177660285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.9434544299662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.9301880575849, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.9169115151186, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.9036339333145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.8903553119294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.8770756505907, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.8637949491939, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.8505132073674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.8372304249236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.8239466015731, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.8106617370972, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.7973758312287, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.7840888837122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.7708008943092, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.7575118626556, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.7442217886736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.7309306720331, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.7176385124385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.7043453096777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.6910510634675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.6777557735918, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.6644594398172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.6511620618622, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.6378636394517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.6245641722742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.6112636602359, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.5979621029622, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.5846595002514, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.5713558518136, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.5580511573711, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.5447454167547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.5314386296966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.5181307958396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.5048219150265, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.4915119868874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.4782010113676, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.4648889880549, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.4515759167572, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.4382617972275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.4249466291643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.4116304122294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.3983131464528, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.3849948312314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.3716754665834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.3583550521, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.3450335875668, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.3317110727629, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.3183875073795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.305062891264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.2917372239967, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.2784105053992, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.265082735232, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.2517539132533, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.2384240392072, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.225093112773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.211761133727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.1984281018676, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.1850940168567, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.1717588785325, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.1584226865192, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.1450854406401, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.1317471406313, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.1184077862222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.1050673771985, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.0917278951479, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.0783967822555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.0650646186724, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.0517314042185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.0383971386076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.0250618214842, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 731.0117254527044, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.9983880320391, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.985049559115, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.9717100337297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.9583694556499, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.9450278245806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.9316765743171, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.9183214202613, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.9049652077256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.8916079364353, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.8782496060949, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.8648902165168, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.8515297673828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.8381682584712, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.8248056895992, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.8114420603649, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.7980773705551, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.7847116199592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.7713448083296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.7579769353167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.7446080007917, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.7312380043549, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.7178669458418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.7044948249475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.6911216414436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.6777473950788, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.6643720855545, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.6509957126812, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.6376182760836, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.624239775629, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.6108602110098, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.5974795819262, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.5840978881924, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.5707151294955, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.5573313055755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.5439464162007, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.5305604611169, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.5171734400252, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.5037853527456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.4903961989376, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.4770059783299, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.4636146907234, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.4502223358826, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.4368289134451, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.4234344232348, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.4100388649524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.3966422383876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.3832445432104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.3698457792358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.356445946157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.3430450436753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.3296430715609, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.3162400296441, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.3028359175358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.289430735044, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.2760244819419, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.2626171578875, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.2492087626581, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.2357992959535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.2223887576176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.2089771472395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.1955644646993, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.1821507096467, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.1687358819204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.1553199811001, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.141903007066, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.128484959509, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.1150658381534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.1016456427543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.0882356687108, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.0748250128981, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.0614132870303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.0480004909848, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.034586624422, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.0211716871308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 730.007755678825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.9943385992505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.9809204481244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.9675012251648, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.9540809301977, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.9406546258455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.9272204924104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.9137852812788, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.9003489921799, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.8869116248298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.873473179042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.8600336544343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.8465930509598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.8331513681484, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.819708605786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.8062647636589, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.7928198414636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.7793738389427, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.7659267558344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.7524785919034, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.7390293468715, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.7255790204204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.7121276123695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.6986751224457, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.685221550393, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.671766895849, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.6583111586199, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.6448543385039, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.631396435133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.6179374482873, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.6044773776987, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.5910162231474, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.5775539843015, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.5640906609588, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.5506262528183, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.5371607595968, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.5236941810605, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.5102265169618, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.4967577670177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.4832879309365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.4698170085092, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.4563449994472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.4428719034713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.4293977203085, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.4159224496995, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.4024460914372, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.3889686452148, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.3754901107636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.3620104878211, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.3485297761131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.335047975393, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.321565085405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.3080811058584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.2945960364747, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.2811098770912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.2676226272642, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.2541342868411, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.2406448556223, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.2271543332138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.2136627194138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.2001700138987, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.1866762165614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.1731813269366, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.1596853448744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.1461882700668, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.1326901022843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.1191908412118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.1056904866275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.0921993713869, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.0787087981599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.0652171355817, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.0517243834018, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.0382305413011, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.0247356090453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 729.0112395863654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.9977424730085, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.9842442686496, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.9707449731085, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.957244586018, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.9437407261406, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.9302261811345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.916710538937, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.9031937991272, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.889675961563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.8761570259979, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.8626369921025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.8491158596414, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.835593628375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.8220702979543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.8085458681749, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.79502033874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.7814937093884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.7679659798631, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.754437149905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.7409072191896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.7273761875294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.7138440546474, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.7003108202359, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.686776483999, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.6732410457372, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.6597045051622, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.6461668620003, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.6326281159271, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.6190882668318, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.605547314267, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.5920052580345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.5784620979467, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.5649178335786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.55137246483, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.5378259912628, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.5242784127739, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.5107297289525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.4971799396199, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.483629044444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.4700770432332, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.4565239356795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.4429697215176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.42941440042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.4158579721884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.4023004365523, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.3887417932478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.3751820419459, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.361621182453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.348059214395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.3344961375834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.3209319517225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.3073666566443, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.2938002518903, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.2802327373554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.266664112721, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.2530943776369, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.2395235319486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.2259515752937, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.2123785074157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.1988043281341, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.1852290370339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.171652634031, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.158075118706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.1444964907998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.1309167501511, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.1173358963603, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.1037539292067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.0901814828429, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.0766095416975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.0630364914139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.0494623317536, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.035887062428, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.0223106832041, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 728.0087331937422, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.9951545938844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.9815748832649, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.9679940616338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.9544121287728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.9408280524061, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.9272316379188, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.913634106266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.9000354571908, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.8864356904836, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.8728348057623, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.8592328028617, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.8456296814792, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.8320254412697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.8184200820398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.8048136035078, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.791206005333, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.7775972873384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.7639874492324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.7503764907062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.7367644115109, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.7231512113763, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.7095368900094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.6959214471641, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.6823048825258, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.6686871959006, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.6550683868833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.6414484553538, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.6278274009128, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.6142052233711, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.6005819224322, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.5869574978038, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.5733319492455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.5597052764664, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.546077479195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.5324485571068, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.5188185100418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.5051873375758, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.4915550395826, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.4779216156855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.4642870657399, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.4506513893145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.437014586217, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.4233766561742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.4097375988692, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.3960974140621, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.382456101534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.3688136608894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.3551700919546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.3415253943958, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.3278795679612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.3142326123755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.3005845273904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.2869353126908, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.2732849679543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.2596334930629, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.2459808876314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.2323271513536, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.2186722840378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.2050162853376, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.1913591550432, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.177700892862, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.1640414985363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.1503809716904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.1367193121421, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.1230565195592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.1093925937578, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.0957275344332, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.0820736806321, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.0684188947381, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.0547629795823, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.0411059349042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.0274477604485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.0137884560348, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 727.0001280212674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.9864664558864, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.9728037596273, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.9591399322438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.945474973489, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.9318078535163, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.9181280851915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.9044471794194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.8907651360328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.8770819546311, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.8633976350604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.8497121769055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.8360255800039, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.8223378440721, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.8086489687932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.7949589539209, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.7812677990808, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.7675755040601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.7538820687043, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.7401874925351, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.7264917753596, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.7127949169738, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.6990969169933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.6853977751749, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.6716974912626, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.6579960649597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.6442934959954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.6305897840238, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.6168849289403, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.6031789302938, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.5894717878386, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.5757635013985, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.562054070602, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.5483434951169, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.5346317748138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.5209189093302, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.5072048984559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.4934897417753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.4797734391593, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.4660559960117, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.4523374159368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.4386176894161, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.4248968160439, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.4111747957053, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.3974516279422, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.3837273126335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.3700018494185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.3562752380241, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.3425474782011, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.3288185696109, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.3150885120361, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.3013573051777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.2876249487459, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.2738914424256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.2601567860536, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.2464209792681, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.2326840217542, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.2189459133214, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.2052066535817, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.1914662423594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.177724679317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.1639819642137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.1502489519347, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.1365198340335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.1227895696949, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.109058158705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.095325600799, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.0815918956114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.0678570429302, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.0541210424776, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.0403838939324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.0266454846949, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 726.0128901316723, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.9991336232653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.9853759590791, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.971617138919, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.9578571625107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.9440960295515, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.9303337396841, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.9165702927427, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.9028056883704, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.8890399263065, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.8752730062763, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.8615049280294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.8477356912124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.8339652956074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.8201937409632, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.8064210223062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.7926471249839, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.7788720674613, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.7650958493243, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.7513184703366, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.7375399301902, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.7237602286177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.7099793654091, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.6961973401785, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.6824141527995, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.6686298027319, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.6548442898973, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.641057613983, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.627269774646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.6134807715933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.599690604631, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.585899273384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.5721067777012, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.5583131171503, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.5445182915067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.5307223005153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.5169251438209, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.5031268212073, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.4893273323784, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.4755266770287, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.4617248548996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.4479218657162, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.4341177091794, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.4203123849398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.4065058927952, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.3926982324534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.3788894036247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.3650794059783, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.3512682393193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.3374559032732, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.3236423975768, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.3098277220464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.2960118762394, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.2821948599917, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.2683766729266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.2545573148523, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.2407367854131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.2269181175027, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.2131083559666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.1992974276955, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.185485332261, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.1716720694154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.1578576389521, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.1440420405149, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.1302252737928, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.1164073385378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.1025882344452, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.0887679613004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.0749465187534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.061122124822, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.0472852215814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.0334471426448, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.019607887883, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 725.005767456902, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.9919258494754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.9780830653043, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.9642391040919, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.9503939655182, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.9365476493831, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.9227001553493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.9088514830642, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.8950016323378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.8811506029105, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.8672983944473, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.8534450065235, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.8395904390844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.8257346917405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.8118777642156, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.7980196561819, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.7841603674196, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.7702998976104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.7564382463255, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.7425754135813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.7287113988419, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.7148462018911, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.7009798224975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.687112260283, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.6732435150604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.6593735864298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.6455024741731, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.6316301779932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.617756697596, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.6038820326964, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.5900061829552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.5761291482247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.5622509280647, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.5483715223008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.5344909304998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.5206091525215, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.5067261880032, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.4928420366537, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.4789566982524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.4650701724524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.4511824589912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.4372935574796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.4234034677494, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.409512189493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.3956197224062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.3817260661575, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.3678312205731, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.3539351852368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.3400379598468, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.3261395442319, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.3122399380618, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.2983391410025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.2844371527954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.2705339731546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.256629601815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.2427240384101, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.2288172827054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.2149093343653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.2010111254873, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.1871142017484, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.1732160900033, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.1593167899297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.1454163013343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.1315146237871, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.1176117571551, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.1037077011018, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.0898024552049, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.075896019411, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.0619883932284, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.0480795764878, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.0341614509274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.0202368319221, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 724.0063110160266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.9923840028582, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.9784557921352, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.9645263836537, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.950595777022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.9366639719697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.9227309682267, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.9087967655043, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.8948613635112, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.8809247619264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.8669869605235, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.8530479589069, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.839107756896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.8251663541122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.8112237502764, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.7972799451547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.7833349384109, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.7693887297228, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.7554413188739, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.741492705524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.7275428893552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.7135918701082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.6996396475301, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.6856862212376, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.6717315910491, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.6577757565498, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.6438187175206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.6298604736758, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.6159010246571, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.6019403702626, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.5879785101283, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.5740154439787, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.5600511715198, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.5460856924512, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.5321190065166, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.5181511133478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.504182012763, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.4902117043584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.4762401879365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.4622674630574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.4482935295886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.4343183871774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.4203420354885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.4063644742736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.3923857032289, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.3784057220737, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.3644245304783, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.3504421280802, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.33645851479, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.3224736901346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.3084876538895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.2945004057744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.2805119454127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.2665222726048, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.2525313869643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.2385392883552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.224545976236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.2105514505322, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.1965557108063, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.1825659523358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.1685814920304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.1545958223796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.1406089431448, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.1266208541564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.112631554952, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.0986410453173, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.0846493249844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.0706563935689, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.056662250767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.0426668964345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.0286703301542, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.0146697961911, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 723.0006570875627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.9866431605521, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.9726280149008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.9586116502321, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.9445940662474, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.930575262722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.9165552393146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.9025339957453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.8885115316646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.8744878468783, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.8604629410045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.8464368137065, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.8324094648478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.8183808939706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.8043511008523, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.7903200851972, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.7762878466635, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.7622543850181, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.7482196998653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.7341837909881, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.7201466581276, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.7061083008525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.692068719026, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.6780279121544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.663985880153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.6499426225662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.6358981391627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.6218524296403, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.6078054936697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.5937573309859, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.5797079412389, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.5656573241532, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.5516054794666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.5375524068803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.5234981060519, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.509442576685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.4953858185229, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.4813278312564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.4672686145548, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.4532081681157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.4391464916623, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.4250835849352, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.411019447502, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.3969540791867, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.3828874797316, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.36881964867, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.3547505858652, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.3406802908586, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.3266087634477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.3125360033685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.2984620102104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.2843867837798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.2703103236719, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.256232629728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.2421537015174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.2280735388103, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.2139921412773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.1999095086022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.1858256404722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.1717405366072, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.1576592907511, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.1435857241994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.1295109267297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.1154348979549, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.1013576376697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.0872791455755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.07319942135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.0591184646541, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.0450362752076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.0309528527404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.0168681970086, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 722.0027823075332, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.988695184154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.9745938321953, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.96049021543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.946385358121, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.9322792599357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.9181719206001, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.904063339918, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.8899535174004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.8758424528703, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.861730145978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.8476165964123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.8335018038875, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.8193857681714, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.8052684888593, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.7911499656292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.7770301982016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.7629091864072, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.7487869298168, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.7346634281238, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.720538681027, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.7064126882394, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.6922854495302, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.6781569644758, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.6640272327786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.6498962542831, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.6357640284674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.621630555194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.6074958341172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.5933598649042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.5792226472736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.5650841809156, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.5509444655302, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.5368035008186, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.5226612864712, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.5085178221327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.494373107611, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.4802271424601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.4660799265541, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.4519314593666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.4377817407587, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.4236307704473, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.4094785479739, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.3953250730765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.3811703455295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.367014365017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.3528571311563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.3386986437108, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.3245389023749, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.3103779068367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.2962156566665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.2820521517733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.2678873917149, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.2537213761962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.2395541049315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.2253855776164, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.2112157939055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.1970447536427, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.18287245629, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.1686989016986, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.1545240895122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.1403480194422, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.1261754856806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.1120112139479, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.0978456892777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.0836789112383, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.0695108795761, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.0553415939894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.0411710541954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.0269992598435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 721.0128262106466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.9986519063259, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.9844763464995, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.9702995309423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.9561214592903, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.9419308625801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.927735947816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.9135397701833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.8993423295093, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.8851436253861, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.8709436575718, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.856742425736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.8425399295365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.8283361687241, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.8141311429465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.7999248518637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.7857172952554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.7715084727838, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.7572983840848, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.7430870288665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.7288744068879, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.7146605178208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.7004453612334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.6862289369966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.6720112446723, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.6577922840047, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.6435720546364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.6293505563787, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.615127788791, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.6009037516501, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.5866784445576, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.5724518672654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.5582240195052, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.5439949008233, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.5297645110667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.5155328498241, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.5012999168208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.4870657117793, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.4728302343426, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.458593484207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.4443554610347, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.4301161645922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.4158755945441, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.4016337505611, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.3873906323086, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.3731462394823, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.3589005718322, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.3446536289802, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.3304054106267, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.3161559164555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.301905146209, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.2876530995262, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.2733997760904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.2591451755993, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.2448892977867, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.2306321422705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.2163737087956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.2021139970498, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.1878530066249, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.1735907373892, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.1593271887922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.1450623607054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.1307962527497, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.1165288646962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.1022601960599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.0879967168355, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.0737401110189, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.0594822297696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.0452230726374, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.0309626393895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.0167009297375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 720.0024379433094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.9881736798554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.9739081390171, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.9596413204828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.9453732239708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.9311038491769, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.9168331956749, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.9025497939433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.8882619425767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.8739728057517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.8596823831999, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.8453906744884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.8310976794344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.8168033975378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.8025078286811, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.7882109723561, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.7739128284423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.7596133965317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.7453126763147, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.7310106674921, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.7167073697022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.7024027826828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.6880969060697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.6737897396666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.6594812829849, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.6451715358362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.6308604978709, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.6165481687412, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.6022345481502, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.5879196358218, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.5736034313857, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.5592859345095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.5449671449869, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.5306470623995, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.5163256865129, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.502003016919, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.4876790533214, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.4733537954752, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.4590272429919, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.44469939562, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.4303702529553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.4160398147845, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.4017080807021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.3873750504405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.3730407236375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.3587051000133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.3443681792742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.3300299610704, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.3156904450165, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.3013496309962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.2870075184551, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.272664107269, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.2583193969488, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.243973387313, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.2296260780449, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.2152774687254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.2009275590605, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.186576348777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.1722238375837, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.1578700250751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.1435149110291, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.1291584950264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.1148007768302, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.1004417560723, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.0860814324585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.0717198056467, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.0573568937364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.043007276844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.0286604019789, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 719.0143122305884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.9999627623062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.9856119968143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.9712599338307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.9569065729747, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.942551913949, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.9281959564064, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.9138387001389, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.8994707979014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.8850923803934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.8707126557077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.8563316234189, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.8419492832413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.8275656349068, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.813180678042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.798794412279, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.7844068373985, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.7700179529692, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.7556277588304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.7412362544798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.72684343972, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.7124493141615, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.6980538775192, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.6836571295422, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.6692590697392, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.6548596979603, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.640459013781, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.6260570168828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.6116537070229, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.5972490838134, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.5828431469481, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.5684358960704, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.5540273309055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.5396174511807, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.5252062564381, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.5107937464788, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.4963799208977, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.4819647794997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.4675483217873, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.4531305476229, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.4387114565014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.4242910482211, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.4098693224497, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.3954462787718, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.381021916975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.366596236705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.3521692375961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.3377409194459, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.3233112817716, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.3088802055627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.2944478067836, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.2800140871834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.2655790464179, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.2511426842727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.2367050003247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.2222659943391, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.2078256658583, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.1933840147022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.1789480254514, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.1645189674832, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.1500885919552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.1356568985049, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.1212238869144, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.1067895567097, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.092353907708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.0779169395489, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.063478651842, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.0490390443889, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.0345981166804, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.0201558685662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 718.0057122996975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.9912579015473, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.9767964352625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.9623336410466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.9478695186802, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.9334040676649, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.9189372878329, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.9044691787365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.8899997401525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.8755289716166, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.8610568729584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.8465834438014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.832108683753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.8176325926064, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.8031551700194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.7886764155094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.7741963289673, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.7597149098258, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.7452321579875, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.7307480730091, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.7162626545744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.7017759023674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.6872878160889, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.67279839537, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.6583076399384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.6438155493782, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.6293221234226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.6148273617632, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.6003312639788, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.5858338299081, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.5713350590876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.5568349511911, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.5423335059828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.52783072308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.513326602152, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.4988211428854, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.4843143448528, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.4698062079003, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.4552967316491, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.4407859156431, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.4262737597265, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.411760263446, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.397245426511, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.3827292486468, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.3682117294517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.3536928686431, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.3391726659063, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.3246511207824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.3101282331335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.2956040025653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.2810784286173, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.2665515111902, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.2520232497817, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.237493644141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.2229626937724, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.2084303985947, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.1938967582286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.1793617721692, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.1648254402882, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.1502877621347, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.1357502697899, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.1212254542369, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.1066992977903, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.0921718000702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.0776429607068, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.0631127793893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.0485812558304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.0340483896312, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.0195141804743, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 717.0049786280872, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.9904417320877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.9759034922497, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.961363908076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.9468205400395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.9322626950777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.9177034985219, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.9031429502629, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.88858104976, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.8740177967808, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.8594531909738, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.8448872320506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.8303199195277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.8157512532646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.8011812328022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.7866098578869, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.7720371280877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.7574630431693, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.7428876027517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.7283108065828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.7137326541915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.6991531453798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.6845722797149, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.6699900569317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.6554064766141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.6408215385262, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.6262352422697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.6116475875576, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.5970585740055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.5824682013435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.5678764691789, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.5532833771849, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.5386889250866, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.5240931124814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.5094959390979, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.4948974045619, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.4802975085298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.4656962506901, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.4510936307208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.4364896482599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.4218843029803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.4072775945076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.3926695226222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.3780600869017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.363449287008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.3488371226581, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.3342235935226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.3196086991549, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.304992439383, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.2903748137306, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.2757558219289, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.2611354636155, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.2465137385065, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.2318906461447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.2172661863754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.2026403587647, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.1880131629654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.1733845986544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.1587546655294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.1441233632121, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.1294906913599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.1148566496553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.1002212378046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.0855844554599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.0709603920762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.0563367510658, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.041711744908, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.0270853732071, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 716.0124576357962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.9978285321702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.9831980620661, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.9685662251138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.9539330210448, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.9392984494998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.9246625101138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.9100252025598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.8953865265653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.8807331334119, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.8660758207309, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.8514171321375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.836757067328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.82209562592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.8074328076547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.7927686121241, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.778103039026, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.7634360879871, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.7487677586963, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.734098050775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.7194269639716, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.704754497835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.6900806521535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.6754054265297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.660728820544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.6460508339817, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.6313714664144, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.6166907175183, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.6020085870861, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.5873250745738, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.572640179757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.5579539023063, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.5432662418225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.5285771980134, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.5138867705602, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.4991949589983, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.4845017631725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.4698071825786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.4551112169177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.4404138659659, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.4257151292537, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.4110150065325, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.3963134972645, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.3816106013812, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.3669063183621, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.3522006479834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.3374935897998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.3227851435123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.3080753087486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.2933640852626, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.2786514725666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.2639374704463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.2492220785269, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.2345052964682, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.2197871239391, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.2050675604789, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.1903466059114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.1756242598459, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.1609005218598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.1461753917204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.1314488690351, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.1167209534905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.101991644625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.0872609422669, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.0725288460262, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.0577953554888, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.0430604703624, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.0283241902557, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 715.0135999387902, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.9988770768582, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.9841528254564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.9694271841835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.9547001528612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.9399717309971, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.9252419182578, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.9105107144709, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.8957781190774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.8810441318982, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.866308752517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.8515719805899, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.8368338158045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.822083287102, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.8073261112119, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.792567534984, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.7778075580128, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.7630461798786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.7482834003176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.7335192189952, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.7187536355124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.7039866495724, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.6892182607844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.6744484688038, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.6596772733141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.6449046739956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.6301306704772, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.6153552623722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.6005784494063, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.5858002311597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.5710206073669, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.5562395775886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.5414571414864, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.5266732989331, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.5118880493387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.4971013923642, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.4823133277729, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.4675238551645, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.4527329742438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.4379406845561, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.4231469858413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.4083518777911, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.3935553599512, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.3787574320047, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.3639580936375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.3491573445255, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.334355184306, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.3195516125672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.3047466290053, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.2899402332888, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.2751324249949, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.2603232039381, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.24551256965, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.2307005217831, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.2158870600334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.2010721839742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.1862558934475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.1714381878014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.1566190669699, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.141798530409, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.1269765779023, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.1121532090773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.0973284235578, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.0825022209901, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.0676746010214, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.0528455633527, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.038015107522, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.023183233343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 714.0083499403779, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.9935152282125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.978679096582, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.9638415451547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.949017865923, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.9341940131177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.9193687460702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.9045420643316, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.8897139677082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.8748844558553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.8600535282708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.8452211847251, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.8303874249021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.8155522483846, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.8007156547436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.7858776438665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.7710382151936, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.756186288066, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.7413274682139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.7264672230742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.7116055520731, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.6967424550348, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.6818779315298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.6670119811895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.6521446036385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.6372757986603, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.6224055657315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.6075339046479, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.5926608149364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.5777862962932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.562910348373, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.5480329708739, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.5331541633068, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.5182739254794, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.5033922569386, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.4885091573859, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.4736246263728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.4587386637043, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.443851268895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.4289624416738, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.4140721816105, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.3991804884124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.3842873616967, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.3693928011488, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.3544968063078, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.3395993769717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.3247005127408, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.3098002131287, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.2948984779838, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.2799953068059, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.2650906993466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.2501846551593, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.2352771739693, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.2203682553737, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.2054578990146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.1905461045081, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.1756328715915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.1607181998728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.1458020889686, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.1308845385606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.1159655482246, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.1010451176755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.0861232466426, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.0711999345655, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.0562751812231, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.0413489861414, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.0264213491736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 713.0114922697916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.9965617477433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.9816297825283, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.9666963739464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.951761521559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.9368252250559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.9218874840303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.9069482981122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.8920107043915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.8770854954685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.8621588473515, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.8472307597233, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.8323012322875, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.8173702645317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.802437856239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.7875040070139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.7725687165068, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.7576319843469, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.7426938102351, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.7277541936633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.7128131344231, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.6978706321311, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.6829127995129, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.6679505202076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.6529867900178, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.6380216086128, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.6230549755509, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.6080868905005, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.5931173531526, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.5781463630811, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.5631739199234, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.5482000235116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.533224673106, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.5182478687899, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.5032696098847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.4882898961847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.4733087272082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.4583261027348, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.4433420223562, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.4283564856788, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.413369492321, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.3983810420115, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.3833911343181, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.3683997689601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.3534069454474, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.3384126636328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.3234169229244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.3084197230885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.2934210637136, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.2784209445454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.2634193650215, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.2484163249261, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.2334118239291, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.2184058616233, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.2033984376361, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.1883895515514, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.1733792031084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.1583673918838, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.1433541175843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.1283393797438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.1133231781305, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.0983055122824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.0832863819019, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.0682657865389, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.0532437259301, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.0382201996396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.0231952073461, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 712.0081687486679, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.9931408233087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.9781114308138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.9630805708132, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.9480482430573, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.9330144470733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.9179791826009, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.9029424491855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.887904246501, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.8728645741638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.8578234318209, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.8427808191675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.8277367357197, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.8127014524069, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.7976716341922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.7826403510591, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.7676076026595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.7525733886234, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.7375377085528, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.7225005621198, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.7074619488942, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.6924218686344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.6773803209735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.6623373054144, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.6472928216658, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.6322468694042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.6171970635316, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.6021309499992, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.5870633599343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.5719942929697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.5569237487534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.541851726912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.5267782271061, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.5117032489245, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.4966268006624, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.481549082091, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.466469884547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.4513892075356, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.4363070508174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.4212234139691, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.4061382966197, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.3910516984494, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.3759636190155, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.360874058028, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.3457830150896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.3306904898113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.3155964819288, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.3005009908786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.285404016412, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.2703055582102, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.2552056158764, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.2401041890304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.2250012772462, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.2098968802336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.1947909976006, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.1796836289941, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.1645747740456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.1494644323578, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.1343526035794, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.1192392872846, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.1041244832152, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.0890081909815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.0738904102028, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.0587711404802, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.0436503813695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.0285281326834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 711.0134043940067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.998279164814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.9831524449103, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.9680242338798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.9528945313023, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.937763336892, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.9226306502744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.9074964709934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.8923607987115, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.8772434225178, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.8621265277285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.84700814758, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.83188828167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.8167669296206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.801644091119, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.7865197658232, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.7713939532116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.7562666530391, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.741137865033, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.7260072980165, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.7108537569782, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.6956987180818, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.6805421422639, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.6653838793738, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.6502241170961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.6350628551021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.6199000930726, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.6047358306904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.5895700674832, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.5744028030979, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.5592340371688, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.5440637693239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.5288919992572, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.5137187265138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.498543950727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.4833676715812, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.468189888665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.4530106015304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.437829810001, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.4226475135224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.407463711818, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.3922784044288, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.3770915911123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.3619032713641, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.3467134449418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.3315221113584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.3163292702269, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.3011349213047, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.2859390640814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.2707416982852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.2555428234878, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.2403424393366, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.2251405455003, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.209937141492, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.1947322269747, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.179525801666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.1643178650647, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.1491084169346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.1338974567373, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.1186849842851, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.1034709990602, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.0882555006966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.073038488864, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.057819963253, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.0425999233654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.027378368834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 710.0121552993971, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.9969307145454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.9817046139751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.9664769973001, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.9512478642193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.9360172141571, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.9207850469077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.9055513620896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.8903161592707, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.8750794381415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.859842257328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.8446203693782, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.8293969691609, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.8141720561837, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.7989456301052, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.7837176906446, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.7684882372881, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.7532572696308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.7380247875315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.7227907903301, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.7075552778183, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.6923182496339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.6770797053341, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.6618396445198, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.646590112018, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.6313291232752, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.6160666098915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.6008025712912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.5855370071959, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.5702699171729, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.5550013009424, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.5397311580302, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.5244594881966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.5091862908886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.4939115657878, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.4786353125231, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.4633575307641, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.4480782200601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.4327973801239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.4175150104164, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.4022311107384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.386945680578, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.3716587196589, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.3563702274995, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.3410802037827, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.325788648138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.3104955601934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.2952009394322, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.2799047856123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.2646070983646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.2493078772632, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.2340071219128, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.2187048319372, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.2034010069899, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.188095646618, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.1727887505468, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.1574803183095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.1421703495469, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.1268588439311, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.1115458009538, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.0962312203753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.0809151017411, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.0655974447011, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.0502782488164, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.0349575137611, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.0196352391528, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 709.0043114245391, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.9889860696369, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.9736591739621, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.9583307372345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.9430007590245, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.9276692389741, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.912336176601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.8970015716455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.8816654236928, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.8663277322926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.8509884970765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.8356477177807, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.820305393863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.8049615250978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.789616110968, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.7742705015205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.7589402150757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.7436083894609, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.7282750242102, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.712940119117, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.6976036736038, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.6822656873816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.666926160115, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.6515850913797, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.6362424807589, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.6208983278959, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.605552632334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.5902053938665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.5748566119712, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.5594996790276, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.5441295667958, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.5287579027495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.5133846864578, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.4980099175641, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.4826335956916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.4672557204863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.4518762914078, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.4364953082843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.4211127705481, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.4057286779325, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.3903430300044, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.3749558263571, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.3595670666817, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.3441767505446, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.328784877539, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.3133914472646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.2979964593562, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.2825999135183, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.2672018091479, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.2518021460738, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.2364009238122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.220998141998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.2055938002335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.1901878980655, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.1747804352194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.1593714112032, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.1439608257758, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.1285486784369, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.1131349688169, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.097719696493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.0823028610976, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.0668844622944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.0514644996638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.0360429727887, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.0206198812684, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 708.0051952247859, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.9897690029063, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.9743412152357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.9589118614348, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.9434809410083, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.9280484537192, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.9126143990363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.8971787766335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.8817415860766, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.8663028270214, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.850862499089, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.8354206018772, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.8199771350162, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.8045320979479, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.7890854905552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.7736373122565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.7581875627169, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.7427362415468, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.7272833484274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.711828882809, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.6963728443376, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.6809200952734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.6654794832805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.650037304654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.6345935591221, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.6191482462393, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.6037013656182, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.5882529168739, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.5728028995434, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.5573513133828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.541898157929, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.5264434327796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.5109871376056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.495529271912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.4800698353536, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.4646003875054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.4491192118078, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.433636456684, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.4181521216718, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.4026662063792, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.387178710437, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.3716896335739, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.3561989752159, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.340706735062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.3252129127006, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.3097175076738, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.2942205197306, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.2787219483507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.2632217931862, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.2477200538274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.2322167298706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.216711821022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.2012053267766, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.1856972467209, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.1701875805467, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.1546763278519, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.1391634881295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.1236490610908, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.1081330463767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.092615443479, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.0770962520328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.0615754716489, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.0460531020332, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.030529142649, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 707.0150035931572, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.9994764531089, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.9839477222141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.9684174000058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.952885486125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.9373519800889, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.9218168815859, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.9062801901476, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.8907419054981, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.8752020271286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.8596605546298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.844117487805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.8285728259912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.8130265689501, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.7974787160932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.7819292673155, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.7663782220305, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.7508255799205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.7352713404584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.7197155033751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.704158068258, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.6885990346648, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.6730384022248, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.6574761705133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.6419123391801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.6263469077377, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.6107798758899, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.5952112431303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.5796528461246, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.564099942921, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.548545445209, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.532989352696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.517431664791, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.5018723812669, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.4863115015849, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.4707490254935, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.4551849525272, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.4396192822217, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.4240520143155, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.4084831482663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.3929126837816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.3773406204123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.3617532628944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.3461590448763, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.3305632192154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.3149657855323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.2993667433803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.2837660923984, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.268163832161, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.2525599623409, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.236954482454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.2213473921167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.2057386909495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.1901283784235, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.1745164543362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.1589029181828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.1432877696485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.1276710081851, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.11205263343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.0964326449996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.0808110425934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.0651878256041, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.0495629938189, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.0339365467405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.018308483987, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 706.0026788052058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.9870475098949, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.9714145975772, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.955780068044, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.9401439208689, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.9245061555355, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.9088667717085, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.8932257689823, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.8775831469106, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.8619389051133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.8462930432203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.8306455608337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.8149964574477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.7993457327407, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.7836933862566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.768039417713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.7523838264719, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.7367266123915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.721067774905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.7054073136359, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.6897452282319, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.6740815182069, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.6584161832604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.6427492228179, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.6270806365517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.6114104241799, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.5957385851784, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.5800651190718, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.5643900256129, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.5487133043315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.533034954775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.517354976513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.5016733692569, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.4859933659886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.4703277890779, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.4546605895649, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.4389917670826, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.4233213212472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.4076492515355, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.3919755576806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.3763002392352, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.3606232957393, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.3449447268133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.3292645320879, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.3135827111448, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.2978992636514, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.2822141889529, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.266524178141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.250816534996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.2351072559063, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.2193963403561, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.203683788082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.1879695985424, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.1722537714825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.1565363063414, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.1408172027851, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.125096460312, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.1093740787069, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.0936500573754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.0779243959565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.0621970941195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.0464681513479, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.0307375672653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 705.0150053414568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.9992714735461, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.9835359631393, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.967798809752, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.9520600129318, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.9363195724711, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.920577487711, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.9048337584143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.8890883841308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.8733413644048, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.8575926988447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.8418423870431, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.8260904286471, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.8103368231078, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.7945815701444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.7788246692085, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.7630661200617, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.7473059221843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.7315440751338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.7157805785835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.7000154320338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.684248635131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.6684801875178, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.6527100886393, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.6369383380974, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.6211649356464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.6053898806741, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.5896131728842, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.57383481182, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.5580547971298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.5422731282914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.5264898049791, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.510704826699, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.4949181931812, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.479129903815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.4633399583223, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.4475483561978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.4317550971716, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.4159601806309, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.4001636063861, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.3843653737745, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.3685830016952, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.352801111804, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.3370175702256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.3212323766576, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.3054455306167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.2896570316391, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.2738668793447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.2580750734194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.2422816133073, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.2264864986862, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.2106897290772, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.1948913041803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.1790912234255, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.1632894864927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.1474702973486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.1316455625771, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.1158191626, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.0999910968831, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.0841613650294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.0683299665866, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.0524969012251, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.0366621684735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.0208257679009, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 704.0049876989568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.9891479615832, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.973306555024, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.9574634790356, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.9416187331003, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.9257723169246, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.9099242299476, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.8940744717917, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.8782230420917, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.8623699404122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.8465151662341, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.8306587193124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.8148005991304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.798940805201, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.783079337188, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.7672164512617, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.7513519671259, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.7354858081843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.7196179739223, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.7037484638756, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.6878772777474, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.6720044149681, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.6561298752433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.6402536580487, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.6243757630917, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.608496189911, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.5926149380226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.5767320070099, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.560847396559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.5449611061124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.5290731352519, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.5131834836923, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.4972921509121, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.4813991365306, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.4655044400104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.4496080611076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.4337099992914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.417810254111, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.4019088252392, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.3860057121847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.3701023554307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.3542207386944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.3383374465162, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.3224524783689, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.3065658339195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.2906775127467, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.2747875143298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.2588958383278, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.2430024843873, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.2271074518586, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.2112107405081, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.195312349928, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.1793957210527, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.1634690732355, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.1475407350413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.1316107057519, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.1156789852133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.0997455728499, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.0838104683207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.0678736711803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.0519351810148, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.0359949973052, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.0200531197046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 703.0041095478464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.9881642811931, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.9722173193423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.9562686618502, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.940318308416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.924366258482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.9084125116902, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.89245706754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.8764997470112, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.8605405625273, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.8445796790328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.8286170959922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.812652813061, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.7966868297943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.7807191456905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.7647497604839, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.7487786735021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.7328058846316, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.7168313931585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.7008551988139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.6848773011634, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.66889769962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.6529163940146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.6369333837156, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.6209486683649, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.6049622474796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.5889741207554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.572984287614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.556992747791, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.5409995007141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.5250045459518, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.5090078831154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.4930095118616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.4770094316469, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.461007642048, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.445004142698, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.4289989331049, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.4129920129133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.3969833816421, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.3809730387583, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.3649735199627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.3489801295848, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.3329850344066, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.3169882342944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.3009897285426, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.2849895167436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.2689875987651, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.2529839738772, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.2369786417557, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.2209716020078, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.2049628540454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.1889523976308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.1729402323197, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.1569263575379, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.1409028473877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.1248651515567, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.1088257367887, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.0927846027798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.0767417491489, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.0606971754048, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.044650880978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.0286028656475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 702.0125531288695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.9965016702433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.9804484892833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.964393585617, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.9483369587881, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.9322786083665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.9162185338611, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.9001567349793, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.884093211102, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.8680279619485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.8519609870419, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.8358922858598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.8198218580625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.8037497032136, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.7876758208471, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.7716002104819, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.7555228717453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.7394438042733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.7233630074377, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.7072804809691, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.6911962243794, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.6751102372039, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.6590225190646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.6429330694535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.6268418879523, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.6107489741433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.5946543276164, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.5785579479242, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.5624598345207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.546359987116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.5302584051992, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.5141550883806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.4980500361435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.4819432481439, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.4658347238562, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.4497244629375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.4336124648432, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.4174987292223, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.4013832555223, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.385266043456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.3691470924743, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.3530264021692, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.3369039721637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.3207798019166, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.3046538910335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.2885262390711, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.272396845583, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.2562657102077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.2401532830597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.2240394196697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.2079238213194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.1918064875367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.1756874178407, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.1595666119488, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.1434440691697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.1273197893368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.1111937717941, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.0950660163222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.0789365222801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.0628052893112, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.0466723169724, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.0305376048831, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 701.0143872286195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.9982282537277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.9820675293706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.9659050551409, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.9497408305891, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.9335748553495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.9174071289634, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.9012376508455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.8850664206499, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.8688934378968, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.8527187022561, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.8365422132504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.8203639702942, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.8041839730538, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.7880022211824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.7718187140185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.7556334512998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.7394464324636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.723257657183, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.707067124936, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.6908748352337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.6746807877706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.6584849819529, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.6422874173869, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.6260880936272, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.6098870103829, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.5936841669749, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.577479562997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.5612731981956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.5450650718966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.5288551838212, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.5126435334181, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.4964301202805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.4802149439612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.4639980040022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.4477792999445, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.4315588313857, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.4153365978397, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.3991125989689, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.3828868341245, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.3666593030734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.3504300051746, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.3341989400661, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.3179661073989, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.3017315065914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.2854951372026, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.2692569988827, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.2530170910594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.2367754134194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.2205319653801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.204286746576, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.1880397565677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.1717909948295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.1555404609819, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.1392881545819, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.1230456318814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.1068109147204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.0905744319855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.0743361833662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.0580961684332, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.0418543866181, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.0256108374901, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 700.0093655207075, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.9931184357552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.9768695822303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.9606189595311, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.9443665674903, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.9281124054279, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.911856472926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.8955957186621, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.8793150834567, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.8630326681028, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.8467484720172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.830462494879, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.8141747361909, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.7978851954545, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.78159387234, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.7653007663155, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.7490058768519, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.7327092035998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.7164107461355, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.7001105038934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.6838084765543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.6675046635178, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.651199064472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.6348916789029, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.6185825063095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.6022715463214, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.5859587984799, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.5696442622485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.5533279372007, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.537009822989, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.5206899189617, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.5043682249243, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.4880447402223, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.4717194644602, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.4553923972179, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.4390635379631, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.4227328863112, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.4064004417969, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.39006620393, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.3737301722467, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.3573923464008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.3410527257762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.3247113100244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.3083680986556, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.2920230912479, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.2756762873745, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.2593276864438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.2429772881405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.2266250919852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.2102710973242, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.1939153039973, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.1775577114074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.1611983191243, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.1448371266505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.1284741334517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.1121093393194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.0957427436074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.0793743458879, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.0630041457151, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.0466321426206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.0302583361704, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 699.0138827258726, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.9975118082812, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.9811541094267, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.9647946139123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.9484333212687, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.9320702312612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.9157053431561, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.8993386566508, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.8829701713453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.866599886682, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.850227802168, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.8338539174393, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.8174782320102, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.8011007453938, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.7847214572166, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.7683403669491, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.7519399540981, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.7355337041838, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.7191256422241, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.7027157676755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.6863040801751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.6698905791911, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.6534752643305, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.637058135136, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.6206391910667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.6042184316897, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.5877958566148, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.5713714653564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.554945257374, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.5385172322663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.5220873895739, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.5056557287901, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.4892222495271, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.4727869512465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.4563498335358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.4399108958842, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.4234701379535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.4070275590913, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.3905831589849, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.3741369371301, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.3576888929857, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.3412390261502, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.3247873362158, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.3083338226761, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.2918784851322, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.2754213228982, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.2589623357873, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.242501523114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.2260388845299, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.2095744195257, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.1931081276923, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.1766400085132, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.1601700615786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.1436982864063, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.1272246823988, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.1107492492647, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.0942719865751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.0777928935636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.0613119700944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.0448292155918, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.0283446295566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 698.0118582115157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.9953699610647, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.9788798776561, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.9623879608602, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.945894210186, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.9293986252974, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.91290120559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.8964019506298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.8799008599208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.863403479744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.8469206276494, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.8304359471804, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.8139494379727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.797461099437, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.7809709311803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.7644789326712, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.7479851034881, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.731489443132, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.7149919511938, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.6984926271433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.6819914705944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.6654884809723, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.6489836579616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.6324770009771, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.6159536023988, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.5994213304692, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.582887214485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.566351253813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.5498134481104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.5332737967927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.5167322995829, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.5001889558025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.4836437651633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.4670967270549, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.4505478411336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.4339971068026, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.4174445235353, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.4008900911695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.3843338088883, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.36777567642, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.3512156932732, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.3346538588555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.3180901727962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.3015246346274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.2849572438947, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.2683880000163, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.2518169026466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.2352439512597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.218669145311, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.2020924844552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.1855139681196, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.1689335959352, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.152351367259, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.1357672818002, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.1191813390378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.1025935384248, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.0860038795086, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.0694123619177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.0528189850397, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.0362237484755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.0196266517108, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697.003027694268, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.9864268757161, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.969824195631, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.953219653395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.9366132486346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.9200049808326, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.9033948495551, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.8867828542824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.8701689945677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.8535532699032, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.8369356798228, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.8203162238665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.803694901584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.7870717124335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.770446655961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.7538197317119, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.7371909392048, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.7205692681056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.7039590467575, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.6873469646715, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.670733021316, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.6541172161379, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.6374995488329, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.6208800189421, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.6042586258297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.5876353691281, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.5710102483197, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.5543832629486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.5377544125238, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.5211236965047, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.5044911145585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.4878566661996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.4712036929582, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.4545431663483, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.437880762929, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.4212164822017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.404550323718, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.3878822868114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.3712123711961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.3545405763334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.3378669017542, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.3211913469416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.304513911499, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.2878345948261, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.2711533965826, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.2544703160418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.237785353014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.2210985068654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.2044097771387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.1877191633685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.1710266650327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.1543322816694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.1376360128666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.1209378580378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.1042378167308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.0875358884877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.0708320728385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.0541263691991, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.0374187772069, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.0207092963753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 696.0039979260762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.9872846660326, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.9705695155725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.9538524743449, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.9371335417967, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.9204127174814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.9036900008338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.8869658181067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.8702397761571, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.8535118409234, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.8367820120324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.8200502890223, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.8033166713404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.7865811585019, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.7698437501098, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.7531044455835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.736363244489, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.7196201462125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.7028751505426, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.6861282567446, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.6693794644198, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.652628773141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.6358908217851, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.6191645698345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.6024364287463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.5857063980077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.568974477179, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.5522406656946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.5355049631424, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.5187673690511, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.5020278828464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.4852865041463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.4685432323813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.4517980671167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.4350317590286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.4182545318723, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.4014753983269, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.3846943579822, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.3679114104777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.3511265551417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.3343397915405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.3175511192458, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.3007605377553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.2839680464266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.2671736449504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.2503773328139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.2335791094857, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.2167789743863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.1999769271665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.1831729673193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.166367094306, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.1495593076082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.1327496068767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.1159379914012, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.0991244608938, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.0823090147483, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.0654916525348, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.0486723737854, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.0318511779096, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 695.0150280644054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.9982030328806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.9813760827627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.9645472137153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.9477164250117, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.9308837163325, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.9140488076513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.8972117843041, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.8803728388968, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.8635319710428, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.846689180038, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.8298444656083, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.8129978270708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.7961492642044, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.7792987761268, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.7624463627129, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.7455920231026, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.7287357572981, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.7118775642824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.6950174438692, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.678155395522, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.6613043604336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.6444615406245, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.6276168006241, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.6107701399415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.5939215581033, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.5770710545612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.5602186288199, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.54336428042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.5265080088467, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.50964981368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.4927896943066, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.4759276503098, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.4590636812148, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.4421977863844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.4253299654767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.40844211859, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.3915473222235, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.374650588959, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.3577519182517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.3408513097454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.3239487628847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.3070442770726, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.2901378520103, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.2732294870041, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.256319181684, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.2394069354862, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.2224927478642, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.2055766184673, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.1886585466716, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.1717385319912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.1548165739905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.1378926721468, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.1209668259256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.1040390349249, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.0871092984922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.0701776161568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.0532439875501, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.0363084120809, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.0193708892109, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 694.0024314184437, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.985489999423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.9685466314502, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.9516013141999, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.9346540470208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.9177048294699, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.9007536611261, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.8838005412847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.8668454696171, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.8498884457531, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.8329294688128, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.8159685385773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.7990056544113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.7820408158466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.7650740224742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.7481052736098, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.7311345689454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.7141619078495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.697187289795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.6802107143754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.663232181104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.6462516893732, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.6292692387099, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.6122848285916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.5952984586847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.5783101282257, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.5613198368746, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.5443275840954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.5273333693235, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.5103465389244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.4933718935501, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.4763952941821, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.4594167401709, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.4424362312166, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.4254537666732, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.40846934606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.3914829689099, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.3744946347, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.3575043428855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.3405120931008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.3235178846821, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.3065217172468, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.2895235901442, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.2725235030221, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.255508742918, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.2384812030493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.2214516921912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.2044202097867, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.1873867553011, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.1703513282818, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.1533139281908, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.1362745544221, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.1192332067985, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.1021898843769, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.0851445868884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.0680973138376, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.0510480645906, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.0339968388029, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 693.0169436358565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.999888455208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.9828312963772, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.965772158957, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.9487110422531, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.931647945949, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.9145828693476, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.8975158120741, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.8804467735595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.8633757532795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.8463027508174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.8292277655863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.8121507970812, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.7950718447862, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.777990908148, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.7609079867387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.7438230800237, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.7267361874482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.7096473085245, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.6925564427054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.675463589607, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.6583687485441, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.641271919114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.6241731007357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.6070722930211, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.589969495265, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.5728647071444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.5557579280365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.5386491574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.5215383947898, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.5044256396969, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.4873108915268, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.4701941498394, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.4530754141527, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.4359546838314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.4188319584299, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.4017072375003, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.3845805203036, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.3674518066748, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.3503316590674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.3332228612104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.3161120746865, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.2989992990707, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.281884533877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.2647677785276, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.2476490326254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.2305282954942, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.2134055667684, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.1962808458138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.1791541322125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.1620254254007, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.1448947248542, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.1277620300827, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.1106273405612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.0934785467806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.0763159188807, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.0591512850165, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.0419846447106, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.0248159974844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 692.0076453427696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.9904726800698, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.9732980088743, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.9561213285795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.938942638808, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.9217619389833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.9045792285708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.8873945069943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.8702077738378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.8530190285568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.8358282705456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.8186354994303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.8014407144944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.7842439153628, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.7670451015339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.7498442723489, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.7326414274083, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.7154365662182, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.6982296880261, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.6810207926281, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.6638098793112, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.6465969475076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.6293819968679, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.6121650267478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.5949460365596, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.5777250259778, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.5605019944027, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.543276941253, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.5260498659991, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.5088207681933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.4915896472686, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.4743565026201, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.4571213339165, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.4398841404806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.4226449217956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.4054036774781, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.388160406872, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.3709151093851, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.3536677847125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.3364184321176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.3191670511683, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.3019136413976, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.2846582020737, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.2674007328991, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.2501412332588, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.2328797026339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.2156161405384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.198350546336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.1810998229896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.1638544969178, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.1466071469628, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.1293577726796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.112106373459, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.0948529488228, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.0775974983121, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.0603400212815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.0430805172214, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.0258189856722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 691.0085554261485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.991289837973, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.9740222207172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.9567525738422, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.9394808969263, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.9221905872572, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.90489047734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.8875883258358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.8702841323318, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.8529778962685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.8356696169806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.8183592941473, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.8010469271102, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.7837325153566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.7664160583987, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.7490975556765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.7317770066343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.714454410786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.697129767577, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.6798030764982, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.662474336981, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.6451435485417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.627810710564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.6104758225615, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.5931388841001, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.575799894392, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.558458853226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.5411157598561, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.5237706137186, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.5064234144835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.489074161515, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.4717228541884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.4543694920764, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.4370140745631, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.4196566013052, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.4022970714943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.3849354848172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.367571840605, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.3502061384137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.3328383776648, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.3154685578456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.2980966783225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.2807227386734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.2633467383921, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.2459686767949, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.2285885535471, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.2112063678516, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.1938221194063, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.176435807583, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.1590474317803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.1416569916205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.1242644863946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.1068699156948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.0894732789544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.0720745755855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.0546738051197, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.0372709669336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.0198699961586, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 690.0024877754944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.9851034956082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.9677171558503, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.9503287557045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.9329382945413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.915545771942, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.8981511874117, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.8807545403529, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.8633558301658, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.8459550564016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.8285522184548, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.8111473159153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.7937403481004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.7763313145191, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.7589184922372, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.7414805331814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.7240404967863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.7065983825302, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.6891541898526, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.6717079181183, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.6542595670019, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.6368091358321, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.6193566239841, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.6019020309685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.5844453563623, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.5669865994925, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.5495257599043, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.532062837017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.5145978302216, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.4971307391077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.4796615629798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.4621903014482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.4447169538822, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.4272415196893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.4097639985046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.3922843895768, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.3748026924785, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.3573189066568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.3398330315443, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.3223450666343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.3048550112883, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.2873628651159, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.2698686274198, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.2523722977362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.2348738755117, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.217373360141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.1998707512023, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.182366047987, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.1648592500977, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.1473503568699, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.1298393678323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.1123262824874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.0948111000959, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.0772938203506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.0597744425368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.0422529662469, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.0247293907888, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 689.0072037156364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.9896759403177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.97214606423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.9546140868554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.9370800076588, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.9195438260112, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.9020055414722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.8844651533879, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.8669226612799, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.8493780645938, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.8318524263893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.8143288117325, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.7968031009075, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.7792752934175, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.761745388814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.7442133865239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.7266792858507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.709143086506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.6916047876325, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.6740643889574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.6565218897745, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.6389772895686, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.6214305877841, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.603881783993, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.5863308774232, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.5687609169595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.5511805722879, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.5335981131094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.5160135388345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.4984268490441, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.4808380430793, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.463247120416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.4456540806771, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.4280589229554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.4104616469905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.3928622521562, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.3752607378252, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.3576571034115, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.340051348583, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.3224434726087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.3048334748651, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.2872213549603, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.2696071122349, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.2519907462627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.2343722563468, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.2167516420307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.1991289026631, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.1815040377261, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.1638770467446, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.1462479290435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.1286166842018, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.110983311506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.093347810457, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.0757101806097, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.0580704212794, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.0404285318727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.022784511932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 688.005138360919, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.9874900781941, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.9698396633012, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.9521871155324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.9345324344733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.9168756194279, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.8992166699951, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.881555585468, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.8638923654217, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.8462275489507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.8285606567852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.8108916279119, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.793220461848, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.7755471579954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.7578717157016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.7401941345865, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.7225144139217, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.7048325533506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.6871781678216, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.669523926783, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.6518675568774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.6342090577936, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.6165484287293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.5988856690983, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.581220778437, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.5635537561329, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.5458846017377, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.5282133145464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.5105398941482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.4928643398425, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.4751643826123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.4574526191154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.439738707197, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.4220226462788, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.4043044359098, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.3865840753908, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.3688615640787, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.3511369016608, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.3334100874323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.3156811208388, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.2979500012774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.2802167282484, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.2624813012053, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.2447437195341, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.2270039826568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.2092620900371, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.1915180410673, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.1737718352815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.156023472046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.1382729507368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.1205202708948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.1027654318547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.0850084332109, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.0672492742264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.0494879543847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.0317244731722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 687.0139588299473, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.9961910242507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.9784210553897, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.9606489228544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.9428746260222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.9250981645266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.9073195375264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.8895387445896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.8717557851428, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.8539706586389, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.8361833644146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.8183939020785, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.8006022708241, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.7828079994316, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.7650114137666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.7472126569871, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.7294263978625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.7116493262187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.6938700922612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.6760886953937, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.658305135094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.640519410848, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.6227315219813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.6049414680381, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.587149248303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.5693548622718, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.5515583095084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.5337595892939, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.5159587010528, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.498155644358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.4803504184789, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.4625352984813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.4446996639583, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.426861848014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.4090218500708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.3911796696511, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.3733353061792, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.3554887590612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.3376400276732, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.3197891113855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.3019360098255, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.2840807223079, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.2662232483036, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.2483635871691, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.2305017382517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.2126377012123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.1947714753051, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.176903059978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.1590324546614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.1411596587133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.123284671713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.105407492974, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.0875281220674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.0696465581926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.0517628008417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.0338768494456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 686.015988703639, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.998098362506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.9802058256405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.9623110924878, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.9444141624408, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.9265150347853, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.9086137091826, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.8907101849242, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.8728044614602, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.8548965381672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.8369864144486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.8190740897874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.8011595636424, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.7832428353433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.7653239043576, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.7474027701297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.7294794320054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.7115538894398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.6936261417587, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.6756961886266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.6577640292795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.6398296631053, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.6218930897127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.6039543082297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.5860133184079, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.5680701194013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.5501247107525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.5322025448023, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.5142791953173, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.4963536452317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.4784258938396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.4604959404935, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.4425637847987, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.424629426005, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.4066928636688, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.3887540970543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.370813125776, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.3528699491496, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.3349245664953, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.3169769774536, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.2990271813272, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.2810751774481, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.2631044458523, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.2451215041889, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.2271363423433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.2091489599634, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.1911593560895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.1731675303078, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.1551734821675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.1371772108214, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.1191787158637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.1011779966204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.0831750526113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.065169883071, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.0471624875569, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.0291528654822, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 685.0111410162036, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.9931269391346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.9751106337313, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.9570920993309, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.9390713354082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.9210483412832, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.9030231165808, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.8849956604312, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.8669659724244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.8489340520249, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.830899898476, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.812863511239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.794824889782, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.7767840334602, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.7587409417143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.7406956139239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.722648049525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.7045982479754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.6865462084724, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.6684919307227, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.6504354139225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.6323766576054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.6143156610557, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.5962524237616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.5781869451231, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.5601192246203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.5420492614471, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.523977055329, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.5059026053192, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.4878259110259, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.4697469718922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.4516657872006, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.4335823564533, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.4154966789594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.3974087542742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.3793185816298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.3612261605792, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.3431470868721, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.3250770961292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.3070048659603, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.2889303959245, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.2708536853189, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.2527747335886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.234693540202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.2166101044512, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.1985244258861, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.1804365037699, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.1623463376419, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.1442539268361, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.1261592706508, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.1080623685955, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.0899632202463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.0718572145104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.0537266013808, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.035593729026, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 684.0174585969064, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.9993212044712, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.9811815510541, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.9630396360263, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.9448954588601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.9267490188929, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.9086003156614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.8904493483742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.8722961165353, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.8541406195995, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.8359828569133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.8178228278275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.7996605316639, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.7814959681157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.7633291363369, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.7451600357888, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.7269886658728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.7088150260479, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.6906391155777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.6724609339554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.6542804805991, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.6360977548768, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.6179127561006, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.599725483743, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.5815359372702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.5633441159897, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.5451500193146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.5269536467796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.5087549975573, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.490554071021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.4723508667391, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.4541453841196, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.4359376224702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.4177275812187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.3995152597339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.3813006573694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.3630837737423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.3448646079094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.3266431594883, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.308419427805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.2901934122906, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.2719651123507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.253734527292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.2355016566536, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.2172664996968, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.1990290558055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.1807893245211, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.1625473050153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.1443144655323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.1260952540442, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.1078737637922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.0896499940525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.0714239443238, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.0531956139627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.0349650024062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 683.0167321090304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.998496933182, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.980259474426, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.962019731928, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.9437777051508, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.9255333935774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.9072867965109, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.8890379135121, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.8707867437104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.8525074529439, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.8342242691656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.8159387858466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.7976510022718, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.779360917758, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.761068531903, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.7427738439048, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.724476853229, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.7061775593094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.6878759613902, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.6695720589362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.6512658513465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.6329573379919, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.6146465183224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.596333391611, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.5780179573667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.559700214871, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.5413801635216, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.5230578028447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.5047331320608, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.4864061505558, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.4680768578162, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.4497452532897, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.4314113359994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.4130751058672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.3947365618122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.3763957034142, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.3580525300608, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.3397070411661, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.3213592360469, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.3030091141169, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.2846566746654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.2663019172878, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.2479448412073, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.2295854457443, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.211223730486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.1928596946266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.1744933376842, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.1561246589513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.1377536578234, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.1193803337457, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.1010046860481, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.08262671416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.0642464172768, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.0458637950178, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.027478846611, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 682.0090915716146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.9907019691312, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.9723100387907, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.9539157798812, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.9355326124517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.9171615457838, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.8987881601275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.880412454727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.8620344289114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.8436540822208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.8252714139827, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.8068864234991, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.7884991102258, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.7701094734952, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.7517175127313, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.733323227296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.7149266165744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.696527679984, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.678126416878, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.6597228266314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.6412907559114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.6228546044558, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.6044161125703, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.5859752797871, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.5675321053941, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.5490865887657, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.5306387292202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.5121885262381, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.4937359791686, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.4752810873881, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.4568238502125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.4383642671019, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.4199023373293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.4014380603256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.3829714354944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.3645024621292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.3460311396574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.3275574674595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.3090814449109, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.2906030713781, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.2721223461733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.2536392687605, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.235153838406, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.2166660545385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.1981759166315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.179683423914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.1611885758334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.1426913716928, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.1241918108506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.1056898927962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.0871856168079, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.0686789822589, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.0501699885257, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.0316586350956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 681.0131449211407, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.9946288461161, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.9761104094227, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.9575896104375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.9390664483988, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.9205409227942, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.9020130330264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.8834827784578, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.8649501583117, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.8464151720902, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.8278778190819, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.8093380986775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.790796010318, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.7722515533004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.7537047269645, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.7351555308197, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.7166257787474, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.6981001661862, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.679572193423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.6610418597143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.6425091643841, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.6239741070758, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.605436686792, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.5868969031369, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.5683547554809, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.549810243084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.5312633654079, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.5127141217904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.4941625114957, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.4756085339368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.4570521886376, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.4384889424698, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.4198994910245, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.4013076582543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.3827134435385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.3641168462216, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.3455178657305, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.3269165013284, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.3083127523729, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.2897066181836, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.2710980983784, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.2524871921239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.2338738987107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.215258217679, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.1966401482722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.1780196898893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.1593968418678, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.1407716035943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.1221439744147, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.1035139537693, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.0848815407834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.0662467350531, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.0476095358352, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.0289699425299, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 680.0103279544584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.9916835710515, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.9730367915339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.9543876154154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.9357360418769, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.9170820704335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.8984257003656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.8797669310649, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.8611057619084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.8424421921036, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.8237762212282, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.8051078484896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.7864370732145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.7677638949725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.7490883129057, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.7304103264664, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.7117299348903, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.6930471377045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.6743619341871, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.6556743235706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.6369849947122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.6182933237673, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.5995992444676, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.5809027564501, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.562203858776, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.5435025510328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.5248272368465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.5061569854398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.487484336679, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.4688092897269, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.4501318441169, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.4314519990055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.4127697539104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.3940851080384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.3753980608932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.3567086118671, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.3380167600783, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.3193225051165, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.3006180524537, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.2818830668768, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.2631456613581, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.2444058353791, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.2256635882435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.2069189192505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.1881718277874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.1694223131805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.1506703748099, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.1319160120285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.1131592242162, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.0944000106031, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.0756383706466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.0568743035637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.038107808828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.0193388858283, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 679.0005675336814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.9817937519348, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.9630175399755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.9442388969028, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.9254578223813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.9066743155937, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.8878883757321, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.8691000023781, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.8503091948255, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.8315159523975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.8127202744495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.793922160179, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.7751216091783, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.7563186206555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.7375131939597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.7187053284696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.699895023478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.6810822783594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.6622670924755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.6434494651286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.6246293956888, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.6058068835007, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.5869819279221, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.5681545282665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.5493392755623, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.5305433524031, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.5117449980315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.4929421961847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.4741310702381, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.4553175074604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.4365015073046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.4176830691637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.3988621922906, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.3800388760535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.3612131198429, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.3423849228752, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.3235542846538, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.3047212044094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.285885681536, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.2670338956304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.2481642010775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.2292920497849, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.2104174414432, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.1915403750272, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.1726608500314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.1537788657851, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.1348944216932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.1160075170345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.0971181510755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.0782263233006, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.0593320329127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.0404352792644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.0215360616917, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 678.0026343797861, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.9837302323667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.9648236192783, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.9459145395169, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.9270029926317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.9080889777715, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.8891724944104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.8702535418082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.8513321192909, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.8324082263073, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.813481862133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.7945530260849, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.7756217173913, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.7566879355322, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.7377516797569, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.7188129494435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.6998717439044, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.6809280625662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.6619819045292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.6430332693853, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.6240821562753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.6051285646458, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.5861724937266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.5672139429633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.5482529116175, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.5292893989913, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.5103234044803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.4913549272998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.4723839669674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.4534105227443, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.4344345938734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.415456179815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.3964752795894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.3774918929847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.3585060189849, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.3395237024116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.320562568077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.3015989565821, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.2826328673475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.2636642996805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.2446932528183, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.2257197262202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.206743719053, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.1877652307895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.1687842607532, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.149800808121, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.1308148724706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.1118264529354, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.0928355489928, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.0738421597988, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.0548462848283, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.0358347044364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 677.0168040817732, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.997770959229, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.9787353359004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.9596972110775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.9406565843082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.9216134545786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.9025678215315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.8835196844382, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.8644690424593, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.8454158950595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.8263602414291, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.8073020809655, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.788241413002, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.769178236912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.7501125518576, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.7310443572868, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.7119736526397, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.6929004368905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.673824709707, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.6547464701358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.6356657175814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.6165824514336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.5974966710103, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.5784083756013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.5593175645434, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.5402242370609, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.5211283925289, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.5020300303999, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.4829291497614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.4638257500554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.4447198306042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.4256113907636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.4065004296681, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.387386946779, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.3682709414352, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.349152412913, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.330031360477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.3109077834694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.2917816813107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.2726530531821, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.2535218984285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.2343882164763, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.2152520064142, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.1961132678059, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.1769719997216, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.157828201696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.1386818728491, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.1195330126902, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.1003957772783, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.0812720661609, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.0621458339809, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.0430170800481, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.023885803718, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 676.0047520043321, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.9856156811024, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.966476833362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.9473354603537, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.9281915616609, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.9090451363481, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.8898961839022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.870744703436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.8515906944119, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.8324341561679, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.8132750878932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.7940938803591, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.7748994774491, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.7557025300097, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.7365030375206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.7173009991172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.6980964142607, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.6788892820995, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.6596796019815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.6404673732762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.6212525953431, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.602035267363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.5828153887722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.5635929585804, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.544367976552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.5251404416638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.5059103533204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.4866777107726, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.4674425133585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.4482047603931, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.428964451186, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.4097215851198, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.3904761612998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.3712281792953, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.3519776381165, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.3327245373343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.3134688760038, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.2942106536253, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.2749498694834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.2556865227302, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.2364206128798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.2171521390544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.1978811006528, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.178607496894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.1593313271948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.1400525907313, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.1207712870131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.1014874151257, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.0822009743131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.0629119642161, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.0436203838451, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.0243262325546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 675.0050295096246, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.9857302145485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.966428346358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.9471239045241, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.9278168882698, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.9085072969135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.8891951297535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.8698803861619, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.8505927293886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.8313035519611, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.8120118086993, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.7927174987232, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.7734206214074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.7541211759351, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.7348191618192, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.7155145781738, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.6962074242634, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.6768976997514, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.6575854035548, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.6382705350928, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.6189530936733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.5996330785691, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.5803104892374, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.5609827073739, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.5416241986827, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.522263100841, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.5028994131646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.4835331349084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.4641642653949, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.444792803973, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.4254187498209, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.406042102368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.3866628607512, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.3672810244565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.3478965925958, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.3285095644598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.3091199396002, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.2897277168865, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.2703328960708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.2509354760816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.2315354563336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.2121328361749, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.1927276148759, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.1733197916252, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.1539093658145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.1344963366187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.1150807035164, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.0956624656512, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.0762416223803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.0568181729017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.0373921166101, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 674.0179634527176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.9985321806587, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.9790982995074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.9596618085939, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.9402227073548, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.9207809948882, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.9013366706458, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.881889733801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.8624401837295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.8429880197318, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.8235332408592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.8040758466486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.7846158362923, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.7651532090358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.7456879643162, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.726220101222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.7067496192565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.6872765173912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.6678007952343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.6483224518755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.6288414866908, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.6093796487467, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.5899246634574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.5704670670825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.5510068589147, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.5315440380771, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.5120786041361, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.4926105560412, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.4731398932884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.4536666150896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.4341907208586, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.4147122097183, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.3952310809672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.3757473339949, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.356260967919, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.3367719823169, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.317280376163, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.2977624755848, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.2782343397289, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.2587035683908, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.2391701607735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.2196341163328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.2000954342611, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.1805541137232, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.1610101540505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.1414635546105, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.1219143146409, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.1023624333824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.0828079101361, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.0632507441893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.0436909346137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.0241284810766, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 673.0045633825671, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.9849956384627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.965425248022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.9458522104575, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.926276525141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.9066981912505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.8871172081919, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.8675335751093, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.8479472913543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.8283583562292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.8087667688278, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.7891725285621, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.7695756347913, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.7499760865869, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.7303738833488, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.710769024245, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.6911615086841, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.6715513358176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.6519385050565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.6323230156097, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.6127048666234, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.5930840574912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.5734605874507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.5538344558512, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.5342056618132, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.5145742046902, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.4949400837897, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.4753032982906, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.4556638475169, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.4360217307087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.4163769471625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.3967294961933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.3770793768862, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.3574476086774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.3378238908901, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.3181975158591, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.2985684828316, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.2789367909577, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.2593024396313, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.2396654281307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.2200257557633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.2003834216226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.1807384250608, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.1610907654447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.1414404419198, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.1217874538926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.10213180054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.0824734810087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.0628124948403, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.0431277035905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.0234295794661, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 672.0037287732918, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.9840252842391, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.9643191114606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.9446102544139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.924898712286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.9051844842777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.8854675697204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.8657479679121, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.8460256779248, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.8263006992901, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.8065730310606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.7868426725597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.767109623032, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.7473738818542, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.7276354480671, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.7078943211225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.6881505001994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.6684039845921, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.6486547735014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.6289028660668, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.6091482618963, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.5893909600304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.569630959692, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.549868260114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.5301028606339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.5103347606369, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.49056395916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.4707904555158, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.451014249016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.4312353388877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.4114537244252, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.3916694047277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.371882379195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.3520926470773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.3323002075875, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.3125050599547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.2927072035773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.2729066809754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.2531043304435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.2332992694677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.2134914975059, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.1936810136733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.1738678172885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.1540519076507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.1342527614253, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.1144716327867, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.0946878052513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.0749012781916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.0551120507171, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.0353201221222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 671.0155254916822, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.9957281585771, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.975928122155, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.9561253816562, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.9363199363122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.9165117853761, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.8967009281196, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.8768626311199, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.8570060828761, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.8371468094726, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.8172848100836, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.7974200838677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.7775526301741, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.7576824480332, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.7378095369455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.7179338961168, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.6980555246579, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.6781744219752, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.6582905872427, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.6384040196242, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.6185147185046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.5986226829702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.5787279123773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.5588304060526, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.5389301630873, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.5190271826727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.4991214643853, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.4792130070574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.4593018101987, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.4393878729654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.419471194573, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.399551774253, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.3796296114398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.3597047051505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.3397770546803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.3198466592669, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.2999135181932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.279977630775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.2600389960082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.2400976133822, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.2201534820327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.2002066011519, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.1802569701529, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.1603045880956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.1403494541894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.1204114143261, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.1004915220186, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.0805688925482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.0606435251439, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.0407154190667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.0207834882323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 670.0008409368713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.9808956405205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.9609475983614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.9409968097507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.9210432738334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.9010869898444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.8811279570964, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.8611661747614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.841201642105, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.8212103264173, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.801207496826, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.7812019009913, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.7611935382771, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.7411824076694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.7211685085524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.7011518401911, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.6811324017032, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.6611101924395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.641085211595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.6210574582944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.6010269318283, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.5809936315738, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.5609575566281, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.5409187061236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.5208770795273, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.5008326758317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.4807854945516, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.4607355345556, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.4406827954064, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.4206272761428, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.4005689760472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.3805078943639, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.3604440301798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.3403773830271, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.3203079518195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.3002357359983, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.2801607346594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.2600829471647, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.2400023725493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.2199190101699, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.1998328592251, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.1797439190063, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.1596521886286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.1395576672988, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.119460354492, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.0993602491274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.0792573505626, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.0591516580062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.0390431707582, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 669.0189318879708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.9988178087782, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.9787009325546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.9585812584304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.938458785695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.9183335136005, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.89820544121, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.8780922380321, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.8579918226967, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.8378886187554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.8177826253618, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.7976738416237, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.7775622669395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.7574479004738, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.7373307414423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.7172107891078, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.6970880426131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.676962501336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.6568341643306, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.6367030309468, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.6165691002859, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.5964323716345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.5762928442514, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.5561368757413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.5359584231705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.5157771555877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.4955930721619, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.4754061722629, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.4552164549906, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.4350239196383, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.414828565418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.3946303914149, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.3744293970417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.3542255813559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.3340189436425, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.3138094831487, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.2935971990877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.273382090561, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.2531641568335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.2329433971613, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.2127198106656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.1924933967337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.1722641544973, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.1520320830545, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.1317971818107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.1115594497478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.0913188863319, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.071075490597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.0508292617617, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.0305801990937, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 668.0103283018431, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.9900735691115, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.9698160002149, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.9495555942042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.9292923505186, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.909026268174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.8887573465404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.868485584618, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.8482109818158, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.8279335372292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.8076532501209, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.7873701196612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.7670841450382, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.7467953254452, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.7265036602387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.7062091484374, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.685911789454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.6656115822107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.6453085261729, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.6250026204383, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.6047107919384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.5844329847978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.5641523398442, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.5438688559959, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.5235825326513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.503293368978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.4830013641576, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.4627065175191, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.4424088280472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.4221082949786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.4018049177926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.3814986954997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.361189627316, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.34087771231, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.3205629499182, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.3002453393477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.2799138460045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.2595566692169, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.239196627648, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.2188337203052, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.1984679466726, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.1780993059283, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.1577277970225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.1373534194616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.1169761722018, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.0965960545572, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.0762130657099, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.0558272048826, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.0354384711992, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 667.0150468639564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.99465238226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.9742550253786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.9538547923727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.9334516826145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.9130456952179, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.8926368293568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.8722250842434, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.8518104591892, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.8313929532176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.8109725655977, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.7905492954169, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.7701231419818, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.7496941045795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.7292621822029, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.708827374155, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.6883896796401, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.6679490978528, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.6475056278027, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.6270592690126, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.6066100203022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.5861578811931, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.5657028505944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.5452449278285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.5247841122832, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.5043204027593, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.4838537988237, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.4633842994052, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.4429119038492, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.4224366111523, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.4019584206001, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.3814773314584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.3609933428663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.3405064539129, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.3200410624856, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.299582722453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.2791214941337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.2586573767474, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.2381903693703, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.2177204711965, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.1972476815183, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.1767719993788, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.1562934241088, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.1358119548399, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.1153275907384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.0948403310291, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.0743501749084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.0538571215975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.0333611701767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 666.0128623199021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.992343934096, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.9718048635824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.9512628774299, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.9307179747693, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.9101701546905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.8896194166448, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.8690657592931, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.8485091823303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.827949684742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.8073872657169, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.7868219244243, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.7662536599182, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.7456824716542, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.7251083586702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.7045313200374, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.6839513550707, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.6633684629629, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.6427826427888, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.6221938938322, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.601602215191, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.5810076060513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.560410065628, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.5398095931021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.5192061875873, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.4985998482624, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.4779905744408, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.4573783651703, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.4367632197082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.4161451370542, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.3955241164673, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.3749001572435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.3542732584599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.3336434192978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.3130106388664, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.2923749165565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.2717362512583, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.2510946423674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.230450088965, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.2098025901195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.189152145167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.1684987532434, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.1478424134157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.1271831250435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.1065208872303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.0858556988705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.0651875595227, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.0445220915104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.0238829471541, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 665.0032408638473, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.9825958406326, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.9619478768662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.9412969715779, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.9206431240646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.8999863333477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.8793265987209, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.8586639192814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.837998294342, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.8173297228439, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.7966582041399, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.7759837373324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.755306321646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.7346259562449, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.7139426401652, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.6932254819334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.6725012783261, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.651774106985, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.631043967067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.6103108577445, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.5895747780874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.5688357273289, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.5480937047033, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.527348709239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.5066007401921, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.485849796637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.4650958778075, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.4443389829034, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.4235791109202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.4028162611185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.3820504328171, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.36128162492, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.3405098366962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.3197350672484, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.2989573158818, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.2781765816278, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.2573928636839, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.2366061612138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.215816473277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.1950237991623, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.1742281380448, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.153429489043, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.1326278511594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.1118232237116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.0910156059022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.0702049967008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.0493913954907, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.0285748012105, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 664.0077552131055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.9869326304706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.9661070521053, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.9452784776557, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.9244469057519, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.9036123359418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.8827747672399, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.8619341987649, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.8410906296933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.820244059221, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.799394486496, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.7785419105116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.7576863306986, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.7368580290561, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.7160319122598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.6952028037402, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.6743707027612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.6535356085567, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.6326975202376, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.6118564368461, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.5910123577534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.5701652820014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.5493152086256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.5284621369506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.50760606604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.4867469951612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.4658849232575, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.4450198496196, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.4241517734815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.4032619830484, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.3823523548721, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.3614397064215, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.3405240371233, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.3196053459097, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.2986836321031, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.2777588946926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.256831132918, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.235900345865, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.2149665328498, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.194029692706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.1730898248017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.1521469281604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.1312010020437, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.1102520456632, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.0893000578772, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.068345038002, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.0473869852865, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.026425898569, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 663.0054617773319, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.9844946204223, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.9635244272062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.9425511966865, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.9215749280283, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.9005956204276, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.8796132729783, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.8586278846808, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.8376394550039, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.8166479828097, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.7956534673599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.7746559076566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.753655302972, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.7326516525984, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.7116452351122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.6906366050096, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.6696249274432, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.6486102011821, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.6275924257948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.6065716000329, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.5855477233846, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.5645207947447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.5434908132133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.5224577781013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.5014335299353, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.4804393219616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.4594420767058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.4384417932115, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.4174384708363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.3964321084622, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.3754227054983, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.3544102608314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.3333947737856, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.3123762433539, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.2913546686887, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.2703300491494, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.2493023835619, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.2282651799525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.2071864073715, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.186104567279, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.1650196587278, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.1439316810342, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.1228406330562, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.1017465143143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.080649323455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.0595490599283, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.0384457227644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 662.0173393111519, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.9962298241521, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.9751172608719, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.9540016205494, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.932882902178, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.9117611049539, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.8906362280649, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.8695082704083, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.8483772314057, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.8272431099311, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.8061059052756, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.7849656164683, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.7638222425758, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.7426757829271, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.7215262364525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.700373602363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.6792178797274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.6580590678277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.6368971654997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.6157321720916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.5945640867543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.5733929082887, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.552218636124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.5310412693632, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.5098608069595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.4886772481498, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.4674905920689, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.4463323042089, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.4251849819784, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.404034579135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.3828810946327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.3617215275078, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.3405517554709, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.3193788945409, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.2982029437544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.2770239024003, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.2558417696089, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.2346565442493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.213468225771, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.1922768130506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.171082305239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.1498847015881, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.1286697813334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.1074293631477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.0861858309418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.0649391838145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.0436894208007, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.0224365410805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 661.0011805437048, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.9799214278224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.9586591925529, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.9373938370363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.9161253602313, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.8948537614264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.8735790396504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.8523011940305, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.8310202235805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.8097361275894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.7884489051311, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.7671585550997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.7458650767821, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.724568469279, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.7032687317119, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.6819658631623, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.6606598626174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.6393507293767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.6180384623981, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.5967230609155, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.5754045238953, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.5540828505284, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.5327580399604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.5114300911894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.4900990033377, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.4687647755704, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.4474274070072, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.4260868966779, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.4047432435823, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.3833964470774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.3620465060945, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.3406934197535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.3193371872162, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.2979778075351, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.2766152797783, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.255249603118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.2338807767376, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.2125087994482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.1911336705202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.1697643259413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.1484200138393, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.1270725632146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.1057219730122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.0843682424631, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.0630113705619, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.0416513566429, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 660.0202881994853, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.9989218984865, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.97755245249, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.9561798607704, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.9348041224059, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.9134252363649, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.8920432019319, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.8706580181215, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.849269684109, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.8278781987534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.806453350568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.7850183465057, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.7635801728469, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.7421388285586, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.720694312787, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.6992466246986, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.6777957631302, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.6563417274513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.6348845166771, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.613424129798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.5919605660846, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.5704938244039, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.5490239039794, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.5275508038853, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.5060745231995, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.4845950609799, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.4631124164232, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.4416265884262, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.4201375762626, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.3986453789208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.3771499956054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.3556514251295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.334149666846, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.31264471974, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.291136582953, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.2696252555126, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.2481107365763, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.2265930250301, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.2050721202884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.1835480210752, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.1620207267104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.1404902362237, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.1189565485646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.0974196630684, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.0758795786642, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.0543362944676, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.0327898094915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 659.0112401228419, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.9896872336727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.9681311410884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.9465718440889, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.9250093415798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.9034436329478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.8818747171963, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.8603025933372, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.8387633029788, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.8172224870906, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.7956784764337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.7741312701908, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.7525808672258, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.7310272666989, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.7094704676563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.687910469375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.6663472707841, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.6447808708156, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.6232112687853, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.6016384635699, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.5800624545236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.5584832406248, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.5369008207771, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.5153151942508, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.4937081492227, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.4720783027666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.4504452307459, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.4288089321516, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.4071694061262, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.3855266516891, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.3638806679422, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.3422314538834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.320579008783, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.298923331527, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.277264421276, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.2556022770366, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.2339368978425, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.2122682828306, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.1905964310146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.1689213416157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.1472430134856, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.1255614458923, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.1038766378047, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.082188588327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.0604972963181, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.0388027611082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 658.017104981705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.9954039570375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.9736996863994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.9519921686735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.9302814030563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.9085673885049, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.886850124064, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.8651296089479, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.8434058420527, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.8216788224482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.799948549307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.7782150216659, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.7564782385372, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.7347381990328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.7129949021235, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.6912483469093, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.6694985325349, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.6477454580835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.6259891224198, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.6042295246665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.5824666639587, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.5607005393631, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.5389311499936, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.5171936052129, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.4954560106971, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.473715164839, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.4519710666657, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.430223715455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.4084731099364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.3867192494307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.3649621327256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.343201759205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.3214381277497, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.2996712374188, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.2779010873295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.2561276764925, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.2343510041449, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.2125710691051, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.1907878704601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.1689861081916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.1471579739963, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.1253265570076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.1034918562488, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.0816538708632, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.0598125998513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.0379680422905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 657.0161201971425, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.9942690635753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.9724146405401, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.9505569272528, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.9286959225637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.906831625567, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.8849640354098, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.8630931510477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.8412189715943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.8193414959883, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.7974607233604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.7755766527033, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.7536892831625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.7317986136962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.709904643365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.6880073711733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.6661067962742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.6442029177634, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.6222957344476, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.600385245442, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.5784714498466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.5565543468678, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.5346339352363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.5127102142483, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.4907831827755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.468852839814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.4469191845989, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.4249822161736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.4030419333671, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.3810983353776, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.3591514212217, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.3372011898855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.3152476405618, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.2932907720697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.271330583454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.2493670740344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.2274002425936, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.205434901198, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.1835003467723, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.1615624841075, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.1396213122958, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.1176768304085, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.0957290374895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.0737779324364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.0518235145224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.0298657827639, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 656.0079047359802, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.9859403733393, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.963972693921, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.9420016968415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.9200273809697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.8980497453506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.8760687889929, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.8540845112715, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.8320749601154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.810045015962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.7880117306368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.7659751029913, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.7439351323083, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.7218918174356, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.6998451573369, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.6777951513491, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.6557417982888, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.6336850971018, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.6116250470083, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.5895616469504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.5674948960215, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.545424792997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.5233513373413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.5012745275867, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.4791943631437, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.4571108428852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.4350239656969, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.4129337309749, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.3908401373311, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.3687431839901, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.3466428700085, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.3245391944836, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.3024321561435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.280321754175, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.2582079877901, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.236090855743, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.2139703570397, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.1918464908863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.1697192562178, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.1475886519881, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.1254546773598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.1033173312555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.0811766127338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.0590325207281, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.0368850544236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 655.0147342127226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.9925799946379, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.9704223991735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.9482614253252, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.9260970723113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.9039293388572, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.8817582241754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.859606588235, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.8374682571615, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.81532655881, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.7931814922161, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.7710330564108, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.7488812505419, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.7267260733947, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.70456752414, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.682405601685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.66024030522, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.6380716336133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.6158995859493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.5937241612181, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.5715453583773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.5493631766478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.5271776148695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.5049886719942, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.482757691268, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.4605223360535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.4382835797792, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.4160414215747, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.3937958605186, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.3715468952969, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.3492945251966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.3270387491223, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.3047795662033, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.2825169752407, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.2602509753926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.2379815656193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.2157087449363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.1934325123228, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.1711528666992, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.1488698073607, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.1265833331237, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.104293442752, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.0820001357495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.059703410655, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.0374032666803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 654.0150997029446, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.9927927183476, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.9704827947951, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.9481702890706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.9258543603777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.9035350078161, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.8812122303505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.8588860269413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.8365563966498, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.8142233383854, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.7918868513091, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.7695469343689, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.7472035864049, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.7248568065438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.7025065938066, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.68015294707, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.6577958654472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.6354353479235, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.6130852715671, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.5907679846508, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.5684472801352, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.5461231573717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.5237956152882, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.5014646528645, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.4791302690177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.4567924628143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.4344512333522, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.4121065795958, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.3897585003981, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.3674069948228, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.3450520619574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.3226937007007, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.300284108256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.2778686734339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.2554497854787, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.2330274435208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.2106016466558, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.1881723936931, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.1657396836979, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.1433035155735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.1208638884448, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.0984208011105, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.0759742528342, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.0535242423955, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.0310707687763, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 653.0086138310209, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.9861534282575, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.9636895591289, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.9412222229523, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.9187514185464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.8962771448856, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.8737994009128, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.8513181857357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.8288334983, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.8063453375952, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.7838537026379, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.7613585921918, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.7388600054724, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.7163579414977, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.6938523989882, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.67134337712, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.6488308748121, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.6263148911586, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.6037954249621, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.5812724751776, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.5587460409886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.5362237104328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.5137341977294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.4912366847914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.468735699813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.4462312417741, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.4237233097439, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.4012119026451, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.3786970194155, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.3561786590606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.3336568206164, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.3111315031988, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.2886027053423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.2660704263665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.2435346652217, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.2209954208774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.1984526922466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.1759064782743, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.1533306215055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.1307366186027, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.108139109692, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.0855380937535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.0629335698181, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.0403255366001, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 652.0177139935402, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.995098939258, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.9724803726979, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.9498582931046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.9272326991686, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.9046035898843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.8819709644104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.8593348216066, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.8366951603415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.8140519797339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.791405278598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.7687550559993, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.7461013109084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.7234440423132, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.7007832490619, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.6781189302046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.6554510846821, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.6327797114732, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.6101048094357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.5874263776996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.5647444150595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.5420589206544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.5193698932454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.4966773319643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.4739812356491, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.451281603378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.4285784339386, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.4058717265377, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.3831614797415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.3604476928899, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.3377303649129, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.3150094944161, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.2922850808332, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.2695571226507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.2468256191482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.2240905692167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.2013519718063, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.1786314316599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.1559270944999, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.1332192247552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.1105078212277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.0877928827855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.0650744084712, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.0423523973099, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 651.0196268482671, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.9968977602699, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.9741651322695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.9514289631129, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.9286892518891, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.9059459976336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.8831991990555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.8604488552588, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.8376949651681, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.814937527867, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.7921417135508, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.7693357153166, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.7465261486807, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.7237130126091, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.7008963059272, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.6780760276789, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.655252176796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.6324247520746, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.6095937527039, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.5867591774271, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.56392102528, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.5410792952995, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.5182339862458, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.4953850970909, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.4725326268474, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.4496765744859, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.4268169388638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.4039537189241, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.3810869136297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.3582165219768, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.3353425429112, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.3124649752419, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.2895838179373, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.2666990699893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.2438107303509, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.2209187979547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.1980232717713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.1751241506323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.1522214334932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.1293151192937, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.1064052069983, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.083491695585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.0605745840018, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.0376538709506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 650.0147295557563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.9918016370356, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.9688701138533, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.9459349850058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.9229962496809, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.9000539065621, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.8771079547805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.8541583930802, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.8312056191808, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.8082908340928, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.7853724540978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.7624504783248, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.7395249056435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.716595734943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.6936629652712, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.670726595529, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.6477866245493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.6248430513531, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.6018958748963, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.5789450939925, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.5559907078173, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.5330327150403, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.5100711145666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.4871059056459, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.4641370869867, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.4411524698332, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.418134322566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.3951125439996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.3720871330971, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.3490580887761, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.3260254100015, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.3029890957516, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.2799491448151, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.2569055562928, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.2338583288665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.210807461694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.1877529534694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.1646948032275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.1416330098682, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.1185675723362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.0954984896383, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.0724257604684, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.0493493839872, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.0262693588152, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 649.0031856841867, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.9800983588846, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.9570073817029, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.9339127517485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.9108144676841, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.887712528825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.8646069338695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.8414976815939, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.8183847710582, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.7952682010383, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.7721479706395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.7490240786325, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.7258965240788, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.7027653058601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.6796304226987, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.6564918738372, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.6333496576173, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.6102037736048, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.5870542202472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.5639009967449, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.540744101892, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.517583534457, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.4944192934737, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.4712513779679, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.4481116024153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.4249790065609, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.4018427514625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.3787028358972, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.355559258817, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.3324120191961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.3092611159359, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.2861065479565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.2629483141168, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.2397864133391, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.2166208445449, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.193451606628, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.170278698524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.1471021190229, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.1239218674143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.100737942211, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.0775503422898, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.054316764065, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.0310790305798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 648.0078376006352, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.9845924731354, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.9613436467711, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.9380911207753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.9148348936902, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.8915749644938, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.8683113322867, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.8450439957638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.8217729538572, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.7984982056307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.7752197497131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.7519375851696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.7286517108001, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.7053621255793, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.682068828345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.6587718180419, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.6354710935893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.6121666537131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.5888584973779, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.5655466235871, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.5422310312002, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.5189117189816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.4955886859464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.4722619308557, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.4489314527921, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.4255972504222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.4022593228219, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.3789176687578, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.3555722871558, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.3322231768568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.3088703368942, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.2855137659873, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.2621534630599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.2387894271195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.2154216568244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.192050151293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.1686749092203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.1452959296839, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.1219132113733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.0985267532444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.075168276592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.0518176762021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.0284633515397, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 647.0051053017103, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.981743525362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.9583780214268, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.9350087889611, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.9116358266406, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.8882591335248, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.864878708418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.8414945501281, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.8181066577553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.7947150299656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.7713196657248, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.747920563992, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.7245177234943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.7011111432295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.6776599956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.6542024805701, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.6307412033493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.6072761627883, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.5838073577983, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.5603347872473, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.5368584500416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.5133783449674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.4898944708133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.4664068267722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.4429154115174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.4194202237206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.3959212625803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.3724185268127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.348912015244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.3254017268837, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.3018876604633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.2783698149866, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.2548481891838, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.2313227819271, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.2077935922663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.1842606188411, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.1607238605629, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.1371833164745, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.1136389852009, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.090090865841, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.066538956905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.0429832576997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 646.0194237667072, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.995860483114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.9722934055243, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.9487225329566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.92514786413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.9015693980297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.8779871333938, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.8544010692915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.8308112043029, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.8072175375113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.7836200677089, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.7600187936948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.7364137144029, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.7128048286357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.6892347755331, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.665662296695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.642086027342, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.6185059662821, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.5949221124138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.5713344646249, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.54774302169, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.5241477825233, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.5005487460127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.4769459110056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.4533392763202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.4297288408088, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.406114603472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.3824965628583, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.3588747183103, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.3352490682113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.3116133395259, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.2879359579919, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.2642547482845, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.2405697092463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.2168808396758, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.1931881384933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.1694916044461, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.145791236506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.1220870335324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.0983789941755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.0746671174185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.0509516134201, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.0272336125038, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 645.0035117716226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.9797860900147, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.9560565661648, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.9323231991456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.9085859878621, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.884844930901, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.8611000272326, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.8373512758144, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.813598675296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.7898422245727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.7660819224619, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.7423177679985, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.7185497597796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.6947778967208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.6710021776767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.6472226015302, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.6234391670835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.5996518731838, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.5758607184956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.5520657021357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.528266822782, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.5044640792785, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.4806574704385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.4568790250883, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.4331204451188, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.4093580209012, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.3855917512346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.3618216351941, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.3380476712756, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.3142698587051, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.2904881960053, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.266702682102, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.2429133159844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.2191200963629, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.1953230220957, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.1715220920875, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.1477125289271, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.1238480201935, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.0999796274556, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.0761073495911, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.0522311854702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.0283511339469, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 644.0044671937433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.9805793636494, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.956687642704, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.9327920295017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.9088925230951, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.8849891219896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.8610818253665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.8371706317739, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.8132555400103, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.7893365493297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.7654136580766, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.7414868651517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.7175561696346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.6936215701201, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.6696830654462, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.6457406544163, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.6217943360588, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.5978441088753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.5738899719404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.5499319239327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.5259699636238, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.5020040900926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.4780330905969, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.4540578021051, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.4300785956707, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.406095469934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.3821084237163, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.3581174557775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.3341225650238, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.3101441928006, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.286186739791, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.2622253804146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.2382601134132, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.2142909375535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.1903178519406, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.1663408551036, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.1423599461099, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.1183751233372, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.0943863861106, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.0703937330215, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.0463971627125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 643.0223966743694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.9983922665251, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.9743839380812, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.950371687887, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.9263555148113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.9023083053883, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.878238877535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.8541655031047, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.8300881808057, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.8060069096807, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.7819216881862, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.7578325153057, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.7337393898456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.7096423103939, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.6855412761628, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.6614362854907, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.637327337633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.613214430987, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.5890975647226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.5649767372413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.5408519475844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.5167231945337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.4925904768342, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.468453793314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.4443131427836, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.4201685239296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.396019935707, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.3718673768113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.3477108460187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.3235503422022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.2993858640866, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.2752174104925, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.2510449801496, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.2268685719633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.2026881846856, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.1785038170065, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.1543154679326, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.1301231360013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.1059268201666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.0817265191355, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.057522231732, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.0333139568063, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642.0091016929321, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.9848854391313, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.9606651941751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.9364409566003, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.9122344607762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.8880482260769, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.8638580156755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.8396638284752, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.8154656630438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.7912635183395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.7670573930734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.7428472861673, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.7186331961858, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.694415122157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.6701930627554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.6459670166989, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.6217369828338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.5975029601685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.5732649470999, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.5490229426946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.5247769456344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.5004999028466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.4761998050717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.4518956902277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.4275875575237, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.4032754054854, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.3789592331408, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.3546390390161, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.3303148220991, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.3059865811176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.2816543146599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.2573180217107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.2329777008574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.2086333510788, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.184284971038, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.1599325595786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.1355761153045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.111215637037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.0868511236122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.062482573864, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.0381099864236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 641.0137333601667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.9893526937849, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.9649679859709, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.9405792356802, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.9161864416193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.8917896023627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.8673887168744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.8429837840512, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.8185748022707, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.7941617705108, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.7697446876462, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.7453235522623, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.720898363198, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.6964691191993, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.6720358190165, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.6475984613251, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.6231570450682, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.598711568846, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.5742620315648, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.5498084319233, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.5253507685503, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.5009238251952, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.4765047417496, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.4520816116558, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.4276544338596, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.4032232069912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.3787879299014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.3543486013403, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.3299052198943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.3054577845559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.2810062940868, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.2565507470101, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.2320911425139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.2076274787682, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.1831597550056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.1586879697685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.1342121219756, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.1097322102507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.0852094512428, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.0606745739876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.0361356081405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 640.0115925526269, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.9870454060444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.9624941672838, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.9379388348165, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.9133794078351, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.8888158846335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.8642482643975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.8396765455078, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.8151007268068, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.7905208071454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.7659367851599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.7413486594874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.7167564291053, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.6921600927069, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.6675596489281, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.6429550966243, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.6183464343667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.5937336610791, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.5691167754436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.5444957760782, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.5198706618571, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.4952414315403, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.4706080837527, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.4459706172739, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.4213290308298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.3966833231992, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.3720334931353, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.3473795392981, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.3227214604799, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.2980592552591, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.273392922563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.2487224611737, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.2240478695885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.1993691467628, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.174686291211, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.1499993018138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.1253081772613, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.1006256468157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.075973672924, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.0513175813218, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.0266573705785, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 639.0019930396275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.9773245869652, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.9526520115334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.9279753120138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.9032944870105, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.8786095355598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.8539204562262, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.8292272476383, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.8045299086056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.7798284379087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.7551228343475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.7304130964892, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.7056992229902, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.6809658930408, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.656196194268, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.6314223349634, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.6066443137506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.5818621294151, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.5570757806204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.5322852660481, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.507490584703, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.4826917349579, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.4578887156172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.4330815253569, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.4082701631364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.3834546274477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.3586349170707, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.3338110307463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.308982967086, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.2841507248813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.2593143028207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.2344736997277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.2096289141241, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.1847799449906, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.1599267906162, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.1350694500329, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.1102079218905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.0853422048863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.0604722977274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.0355981990235, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638.0107199077166, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.9858374222833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.9609507414566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.936059864086, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.9111647888146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.8862655143793, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.8613620393672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.8364543625872, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.8115424827108, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.7866263983182, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.7617061081925, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.7367816111462, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.7118529059861, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.6869220917713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.662033119967, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.6371399575094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.612242603123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.5873410556667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.5624353135581, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.5375253757736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.5126112409507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.4876929077798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.4627703749361, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.4378436411733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.4129127051463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.3879775656466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.3630382212134, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.3380946706989, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.3131469127254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.2881949462102, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.2632354532607, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.2382267827718, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.2132138781407, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.1881967377587, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.1631753605727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.1381497451329, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.1131198901876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.0880857943057, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.0630474562818, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.0380048746749, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637.0129580483683, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.9879069760674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.9628516562778, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.9377920877143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.9127282690825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.8876601991587, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.8625878765095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.837511299932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.8124304679527, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.7873453793609, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.7622560328834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.73716242714, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.7120645608361, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.6869624324837, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.6618560410373, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.6367453849771, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.6116304630159, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.5865112740205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.5613878163964, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.5362600888734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.5111280902665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.4859918191324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.4608512742818, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.4357064542933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.4105573578281, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.3854039835066, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.3602463301675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.3350843963897, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.3099181808449, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.284747682089, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.2595763488519, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.2344461789321, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.2093117438732, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.1841730425056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.1590300733059, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.133882835232, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.1087313266128, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.08357554636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.0584154932185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.0332511656677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636.0080825625028, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.9829096823058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.9577325238977, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.9325543865638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.9073827509924, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.8822068400675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.8570266523625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.8317868473868, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.8065367748425, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.7812823939095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.7560237032502, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.730760701444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.7054933871805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.6802217592884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.654945816194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.6296655565205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.6043809793802, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.5790920828753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.5537988658866, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.5285013272155, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.5031994652896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.4778932787325, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.4525827665398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.4272679270807, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.4019487589901, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.3766252611601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.3512974320016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.3259652702225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.3006287746064, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.275287943582, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.249942776012, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.2245932705254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.1992394255058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.1738812399765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.1485187123765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.1231518413207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.0977806256499, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.0724050637193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.0470325063413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 635.0217101804518, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.9963835323293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.9710525606703, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.9457172641598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.9203776414054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.8950336911656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.8696854120572, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.844332802607, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.8189758617092, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.7936145877125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.7682489795718, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.7428790356917, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.7175047548815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.6920949015414, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.6666498657254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.6412004607315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.6157466851957, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.5902885379415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.564826017456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.5393591223415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.5138878513818, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.4884122032649, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.4629321763662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.4374477694364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.4119589811783, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.3864658101339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.3609682550224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.3354663143994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.309959986851, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.2844492711627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.2589333598655, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.2334120205222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.2078862876269, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.1823561595207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.156821635236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.1312827129561, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.1057393918074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.0801916700212, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.0546395463291, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.0290830194295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 634.0035220879219, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.9779567504397, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.952387005422, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.9268128517019, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.901234287892, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.8756513125625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.8500639243478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.8244721217508, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.7988907121633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.7733403693906, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.7477856307878, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.7222264953047, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.6966629613519, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.6710950278709, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.645522693057, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.6199459557715, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.5943648145619, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.568779268222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.5431893152806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.5175949541673, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.4919961837204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.4663930025438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.4407854092085, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.4151734022346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.3895569805496, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.3639221968755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.338246511904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.3125663851404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.286881814967, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.2611928001384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.235499339223, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.2098014307827, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.1840990735802, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.1583922657313, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.1326810065402, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.1069652941451, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.081245127363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.0555205046362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.0297914247765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633.0040578860895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.9783198874327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.9525774273152, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.9268305043224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.9010791170444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.8753232641571, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.8495629441855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.823798155688, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.7980288974564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.7722551679227, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.7464769656547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.7206942893632, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.694907137534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.6691155088332, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.6433194019542, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.6175188152802, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.5917137474265, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.5659041972161, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.5400901629237, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.5142716433025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.4884486370884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.4626211427321, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.4367891585805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.4109526836573, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.3851117163854, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.3592714673011, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.3334725719524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.3076692032631, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.2818613596637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.2560490400092, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.2302322428025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.2044109665444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.1785852096933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.1527549710767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.1269202493723, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.1010810429837, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.0752373504974, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.0493891705445, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 632.0235365017877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.9976793426417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.9718176919781, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.9459515480714, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.9200778822662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.8941515472724, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.8682206915645, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.8422853138935, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.8163454125176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.7904009863862, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.7644520337824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.7384985535768, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.7125405441325, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.6865780039204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.6606109317155, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.6346393261557, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.6086631855599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.5826825086585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.5566972939203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.5307075400482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.5047132455227, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.478714408945, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.4527110289164, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.4267031038664, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.4006906326773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.3746736135195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.3486520450843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.3226259259844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.2965952548321, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.2705600302122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.2445202505444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.2184759144764, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.1924270206206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.1663735674109, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.1403155535129, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.1142529774497, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.0881858378016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.0621141331342, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.0360378619221, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 631.0099570227959, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.9838716142262, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.9577816349135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.9316870833746, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.9055963104922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.8795444564824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.8534880495633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.8274270882486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.8013615713762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.7752914969606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.7492168640863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.7231376710703, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.697053916403, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.670965598897, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.6448727169776, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.618775269233, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.5926732539938, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.5665666701323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.5404555161163, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.5143397904953, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.4882194917645, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.4620897286113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.4359082902707, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.4097222506865, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.3835316085224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.357336362291, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.3311365104009, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.3049320516468, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.278722984275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.2525093072472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.2262910187328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.2000681173122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.1738406016048, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.1476084702867, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.1213717215979, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.0951303543187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.0688843668129, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.0426337577414, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 630.0163785256418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.9901186689558, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.9638541862512, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.937585076127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.9113113370721, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.8850329675781, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.858749966228, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.8324623315239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.8061700620327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.7798731562575, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.753571612795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.7272654301263, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.700954606643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.6746391410107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.6483190318119, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.6219942774605, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.5956648765818, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.5693308275547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.5429921290978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.5166487796076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.4903007776651, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.4639481217309, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.4376156383753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.4113063191339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.384992365722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.3586737764107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.3323505500948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.3060226850683, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.279690179941, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.2533530331594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.2270112432925, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.2006648089241, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.1743137283884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.1479580006184, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.1215976236847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.0952325964615, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.0688629171837, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.042488584643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629.0161095972862, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.9897058191218, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.9632647225973, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.9368189425159, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.910368477247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.883913325616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.8574534860558, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.8309889568918, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.8045197366557, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.7780458241637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.7515672175085, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.7250839154464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.6985959163591, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.6721032190094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.6456058215529, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.6191037227309, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.5925969209841, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.5660854146263, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.539569202528, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.51304828288, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.4865226542863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.4599923153513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.433457264399, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.4069175000841, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.3803730207286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.3538238250242, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.3272699113415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.3007112781838, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.274147924107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.2475798475703, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.2210070471687, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.1944295211238, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.1678472681824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.1412602867539, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.1146685753708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.0880721324919, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.0614709566482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.0348650461555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 628.0082543997172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.9816408277028, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.9550741494545, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.9285027553386, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.9019266437579, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.8753458131862, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.8487602622674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.8221699893857, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.7955749929623, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.7689752715885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.7423708236789, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.7157616478402, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.6891477424961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.6625291061018, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.6359057373011, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.6092776343925, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.5826447959442, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.5560072206035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.5293649066386, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.5026684705134, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.4759630562039, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.4492528741534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.4225379229155, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.3958182006495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.3690937061152, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.3423644376708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.3156303938736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.288891572999, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.2621479737552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.235399594531, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.2086464336668, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.1818884897599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.1551257613291, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.1283582467814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.1015859446404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.0748088531975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.0480269710479, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 627.0212402967079, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.9944488285777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.9676525651857, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.940851504792, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.9140456460543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.8872349875248, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.8604195273625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.8335992642544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.8067741966169, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.779944322931, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.7531096416416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.7262701511429, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.6994258500323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.6725767366206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.6457228093745, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.6188646315239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.5920031611607, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.5651368740484, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.538265768128, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.5114396996973, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.4846268371349, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.4578091828118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.4309867352105, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.4041594926546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.3773274538768, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.3504906172368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.3236489811563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.2968025440845, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.2699513045379, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.2430952608577, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.216234411723, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.1893687555371, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.1624954900094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.135552196385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.1086040594713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.0816510778052, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.0546932497538, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.0277305740423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 626.0007630487746, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.9737906726277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.9468134439237, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.9198313609764, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.8928444225702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.8658526268831, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.8388559723571, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.8118544576478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.7848480808962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.7578368408064, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.7308207356921, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.7037997638087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.6767739240386, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.6497432143816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.6227076334728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.595667179862, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.5686218517205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.5415716476294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.5145165659081, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.4874566050909, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.4603917635532, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.4333220399711, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.406247432417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.379167939524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.352083559529, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.3250489866151, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.2980235453658, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.2709932442225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.2439580817535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.2169180563035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.1898731664104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.1628234103855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.1357687868174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.108709294028, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.0816449304574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.0545756945171, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.0275015846914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 625.0004225995547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.9733325712158, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.9461749769026, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.919012470435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.8918450504203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.8646727149077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.8374950133453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.8103107141426, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.7831214932629, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.7559273494276, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.728728280839, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.7015242859969, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.6743153631922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.6471015110831, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.6198827278379, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.592659011924, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.5654303618151, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.5381967759083, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.5109582524883, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.4837147901226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.4564663871253, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.4292130419269, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.4019547529996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.3746915185413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.3474233371321, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.3201502073207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.2928721271713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.2655890952897, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.2383011099639, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.2110081697285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.1837102728632, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.1564074177281, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.1290996029334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.1017868266507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.0744690874611, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.0471463836864, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 624.0198187136481, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.9924860758499, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.9651908451633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.937904062904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.9106123340157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.8833156571131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.8560140300801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.8287074518321, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.8013959202483, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.7740794340862, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.7467579918423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.7194315916323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.6921002319411, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.6647639111777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.6374226278589, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.610076380208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.5827251667556, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.5553689857957, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.5280078357379, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.5006069376801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.4731798896975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.4457478417737, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.4183107923222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.3908687395292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.3634216819594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.3359696179344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.3085125458874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.2810504641096, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.253583371039, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.226111264936, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.198634144398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.1711520075753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.1436648529552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.1161726789219, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.0886754838589, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.0611732659952, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.0336660238682, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 623.0061537558461, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.9786364600002, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.9511141352516, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.9235867792992, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.8960543912339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.8685169687658, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.8409745106909, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.8134270152098, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.7858744806665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.7583169054635, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.7307542881063, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.7031866266486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.6756139197654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.6480361654899, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.6204533624585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.592865508994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.5652726033957, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.537674643918, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.5100716292028, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.4824831649071, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.4549266693168, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.427365139858, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.3997985749365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.3722269726837, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.344650331821, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.317068650634, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.2894819271968, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.2618901601717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.2342933478806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.2066914885307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.1790845807617, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.151472622651, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.1238556126714, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.0962335491243, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.068606430475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.0409742549759, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 622.0133262681472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.9856271770451, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.957922997485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.9302137281281, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.9024993669634, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.8747799127852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.8470553634689, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.8193257175976, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.7915909735007, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.7638511294979, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.7361061840454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.7083561352536, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.6806009815504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.6528407214057, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.6250753529016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.597304874563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.5695292847539, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.541748581654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.5139627637315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.4861718291946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.4583757764634, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.4305746039059, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.4027683096766, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.3749568922959, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.3471403500203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.3193186811308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.2914918840711, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.2636599572679, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.2358228986186, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.2079807068028, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.180133379976, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.1522809166015, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.1244233149176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.096560573341, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.0686926900644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.0408196634237, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 621.0129414918877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.9850687097245, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.9572377353895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.929401637884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.9015604157191, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.8737140670592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.8458625904926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.818005984152, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.7901442463341, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.7622773753759, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.734405369595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.706528227571, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.6786459472086, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.6507585271415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.6228659656477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.5949682609752, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.5670654114953, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.539157415453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.5112437911105, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.4832678389225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.4552867081392, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.4273003969378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.3993089037992, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.3713122268473, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.3433103646087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.3153033150277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.287291076812, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.2592736481496, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.2312510271505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.2032232123213, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.1751902018611, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.147151993971, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.1191085871886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.0910599796136, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.063006169778, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.0349471556389, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 620.0068829357302, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.9788135083777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.9507388717666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.9226590241257, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.8945739637892, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.8664836891293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.838388198484, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.8102874898718, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.7821815619109, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.7540704126602, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.7259540406044, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.6978324438065, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.6697056206447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.6415735696293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.6134362887041, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.58529377629, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.5571460305317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.528993050112, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.5008348329137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.4726871698953, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.4445768428584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.4164613014755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.3883405441728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.3602145690857, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.3320833746297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.3039469590292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.2758053206057, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.2476584575342, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.2195063683297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.1913490511365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.1631865041297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.1350187258068, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.1068457143327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.0786674680115, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.0504839851261, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619.0222952639807, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.9940967096466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.9658389687771, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.9375759567336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.9093076719819, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.8810341127021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.8527552770927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.8244711636556, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.7961817703803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.7678870956831, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.7395871377665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.7112818948559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.6829713653797, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.6546555474224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.626334439282, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.5980080394488, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.5696763457217, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.5413393566744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.5129970705798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.4846494857397, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.456296600059, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.42793841209, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.3995749200828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.3712061222791, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.3428320166971, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.3144526017559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.2860678759363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.2576778370416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.2292824836663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.2008818139527, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.1724758262087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.1440645185736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.1156478891825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.0872259365225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.0587986587948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.0303660542133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618.0019281208051, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.9734848571528, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.9450722899455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.9166776247534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.8882776519347, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.8598723697357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.8314617763924, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.8030458700905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.7746246492773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.7461981121344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.7177662568656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.6893290816781, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.6608865847916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.632438764779, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.6039856194329, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.5755271473441, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.5470633465179, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.5185942153289, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.4901197519639, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.4616162077011, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.4330716368104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.4045217004917, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.3759663969811, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.3474057240699, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.3188396802695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.2902682638942, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.2616914731485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.2331093058651, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.2045217607963, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.1759288358282, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.1473305293104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.1187268394599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.0901196994988, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.0615076363333, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.0328901862677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 617.0042673472532, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.9756391175929, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.9470054956577, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.918366479465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.8897220674082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.8610722575714, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.8324170482547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.8037564375278, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.7750904236741, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.7464190049873, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.7177421795936, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.6890599457308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.660372301538, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.6316792453173, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.6029807754452, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.5742768896607, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.545638236177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.5169987322856, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.4883538430148, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.4597035667271, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.4310479016867, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.4023868457415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.3737203975388, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.3450485551516, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.3163713167686, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.2876886805975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.2590006448299, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.2303072077141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.2016083675701, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.1728903162111, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.1441052898554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.1153148191146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.0865189023306, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.0577175373314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.028910722853, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616.0000984567951, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.971280737078, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.9424575624447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.9136289307879, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.8847948402179, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.8559552890279, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.8271102753981, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.7982597974119, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.7694038534898, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.7405424416892, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.7116755602149, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.6828032070961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.6539253806752, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.6250420790544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.5961533005109, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.5672590431413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.5383593051602, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.5094540847622, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.4805433801235, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.4516271893735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.4227055106007, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.3937783421238, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.364845682147, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.3359401880922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.3070726496907, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.2781996504775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.2493211886801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.220437262509, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.1915367205124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.162624195252, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.133706191207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.1047827066436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.0758537395499, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.0469192881986, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 615.0179793509601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.9890339256835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.9600830107258, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.9311266041652, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.9021647043288, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.873171503711, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.8441375342331, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.8150980367213, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.7860530094456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.7570024503236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.7279463577557, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.6988847298192, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.6698175646442, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.6407448605756, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.6116666153782, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.5825828274948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.553493495062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.5243986161073, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.4952981888387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.4661922115973, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.437080682091, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.4079635988304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.3788409599448, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.3497127634008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.3205790074793, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.2914396902233, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.2622948098928, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.2331443644897, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.2039883522734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.1748267712579, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.1456596198752, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.1164868959062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.087308597769, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.0581247234393, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 614.0289352710217, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.999740238741, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.9705396247792, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.9413334271546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.9121216440559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.8829042736377, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.8536813138923, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.8244976952618, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.7953253722153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.7661474836124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.7369640281961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.7077750036927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.6785804083501, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.6493802404414, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.6201744980506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.5909631791044, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.5617462819564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.5325238046239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.503295745548, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.4740621024605, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.4448228737393, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.4155780573778, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.3863276516856, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.3570716547346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.3277785161915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.2984493254813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.2691145083692, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.2397740626384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.2104279864286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.1810762780502, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.1517189356022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.1223559567912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.0929873402358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.0636130838365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.0342331856855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 613.0048476438925, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.9754564565485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.9460596219378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.9166571377657, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.8872490027616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.8578352142852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.8284157710225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.7989906709538, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.7695599119585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.7401234922459, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.7106814100921, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.6812336633886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.6517802503556, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.622321168856, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.5928564173864, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.5633859937045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.5339098961356, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.5044281225424, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.4749406712461, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.4454475400646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.4159487273844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.3864442312411, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.3569340495867, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.3274181805457, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.2979013890447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.2684368745108, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.2389666971835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.2094908549, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.1800093459623, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.1505221683138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.1210293202791, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.0915307996602, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.0620266047003, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.032516733643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 612.0030011842708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.9734799550064, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.943953043671, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.9144204484423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.8848821675347, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.8553381988997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.8257885406726, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.7962331910171, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.7666189998172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.7369893074144, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.7073538873481, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.6777127377877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.6480658568566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.6184132426738, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.588754893055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.5590908063785, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.5294209805315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.4997454136701, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.4700641038143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.4403770488889, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.4106842473285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.380985696967, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.3512813956038, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.3215713417216, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.2918555332026, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.2621339681699, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.2324066445506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.2026735605496, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.1729347142169, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.1431901035896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.1134397264561, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.0836835813205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.0539216659345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 611.0241539784297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.9943805170077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.9646012793952, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.9348162639194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.9050254685875, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.8752288913213, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.8454265303963, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.815618383559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.7858044490106, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.7559847249028, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.72620206779, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.6964344587724, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.6666610850118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.6368819444892, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.6070970352596, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.577306355481, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.5475099030008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.5177076761485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.4878996728692, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.4580858910978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.4282663289002, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.3984409845874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.3686098558278, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.3387729410967, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.3089302379994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.2790817449892, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.249227459693, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.219339964868, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.1894101961211, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.1594745985507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.1295331703587, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.0995859091774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.0696328133796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.0396738809739, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 610.0097091096978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.9797384977151, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.9497620431522, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.919779743994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.8897915983202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.8597976039168, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.8297977590065, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.7997920616075, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.7697805093723, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.7397631010448, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.7097398339224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.6797107064034, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.6496757164554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.6196348620344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.5895881412242, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.5595355518806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.5294770921178, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.4994127600478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.4693425533734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.4392664703656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.4091845090966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.3790966672909, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.3490029433264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.3189033347674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.2887978397866, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.2586864566827, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.2285691829834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.1984460171545, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.1683504408824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.138280140763, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.108203973449, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.0781219373416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.0480340301292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 609.0179402498611, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.9878405947229, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.9577350625577, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.927623651436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.8975063592817, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.8673831843372, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.8372541243219, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.8071191774134, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.7769783416031, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.746831614991, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.7166789952507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.6865204806415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.6563390479305, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.6261038836122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.595862786664, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.5656157554288, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.535362787839, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.5051038815012, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.4748390349343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.4445682456994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.4142915119268, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.3840088316501, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.3537202027196, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.3234256232547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.2931250911038, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.2628186042652, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.2325061606642, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.2021877584832, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.1718633955381, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.1415330697735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.1111967793335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.0808545217917, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.0505062956646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 608.020152098462, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.9897919283273, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.9594257832205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.9290536610605, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.8986755600438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.8682914778192, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.8379014123977, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.8075053617742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.7771033240263, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.7466952970539, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.7162812788395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.6858612673162, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.6554352602027, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.6250032557405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.5946053129517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.5642269417347, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.533842598847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.5034522823128, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.4730559901463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.4426537201733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.4122454704852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.3818384543604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.3514375797854, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.3210307293427, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.2906179008788, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.2601990925482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.2297743022929, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.1993435280582, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.1689067677594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.1384337005696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.1079025224176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.0773653119038, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.0468220670141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 607.0162727854766, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.9857174655216, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.9551561048443, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.9245887015632, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.8940152534249, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.8634357583678, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.8328502146578, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.8022586198297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.7716609719943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.7410572690259, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.7104475088665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.6798316894201, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.6492098087429, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.6185818646304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.5879478549095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.5573077778506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.5266616310828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.4960094126478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.4653511203833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.4346867522222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.4040163062203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.3733397801054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.3426571718401, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.3119684794399, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.2813477346626, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.2507301045779, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.2201064245736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.1894766928895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.1588409071427, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.1281990656092, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.0975511658849, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.066897206231, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.0362371843828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 606.005571098142, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.9748989457045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.9442207249201, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.9135364335502, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.882837741635, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.8520578840497, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.8212719088625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.7904798140391, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.7596815975866, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.728877257185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.6980667909143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.6672501966142, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.6364274722083, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.605598615528, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.574763624539, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.5439224970601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.5130752310947, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.4822218242417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.4513622747547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.4204965804207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.3896247390235, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.3587461626078, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.3278592309039, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.2969661440734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.2660668998856, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.2351614960462, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.2042499307443, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.1733322016851, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.1424083066977, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.1114782437427, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.0805420108957, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.0495996054904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 605.0186510260056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.9876962700835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.956747323776, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.9258476089781, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.894941744494, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.8640297281961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.8331115579315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.8021872314636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.7712567467556, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.740320101655, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.7093772943037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.6784283222441, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.6474731835465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.6165118760521, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.5855443974392, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.5545707459102, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.5235909193195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.4926049153224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.4616127318449, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.430614366945, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.399547272677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.3684688940705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.3373842942146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.3062934710833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.275196422398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.2440931461921, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.2129836402645, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.181867902367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.1507459304297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.119617722427, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.0884832760025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.0573425889431, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 604.0261956592783, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.9950424850118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.9638830634624, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.9327173930504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.9015454711056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.8703672958787, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.839182865116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.8079921765825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.7767952280077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.745592017511, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.714382542712, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.6831668014195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.6519447914767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.620716511017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.5894819576167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.5582411290195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.5269940233231, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.4957406379656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.4644809711318, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.4332150206068, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.4019427840806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.3706655904784, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.3394491830145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.3082265167577, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.2769975894334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.245762399172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.2145209437243, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.1832732206855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.1520192283225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.1207589642211, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.0894924258896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.0582196118156, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 603.0269405195362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.9956551468584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.9643634915648, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.9330655516175, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.9017613246588, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.870450808636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.839134001355, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.8077588980827, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.7763608455518, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.7449564614041, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.7135457433053, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.6821286891263, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.6507052967636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.6192755638916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.5878394884744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.5563970681817, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.5249483008271, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.4934931842006, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.4620317161487, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.4305638946091, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.3990897170808, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.3676091815624, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.3361222856682, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.3046290272919, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.2731294043735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.2416234144737, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.2101110554536, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.1785923252037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.1470672214912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.1155357419525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.0839978844283, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.0524536468521, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 602.0209030268933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.9893460222244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.9577826309787, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.9262128503689, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.8946366786927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.8630541135265, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.8314651527883, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.799869793945, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.7682754137207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.7367366891349, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.7051915943356, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.6736401269828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.6420822852926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.6105180665663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.5789474689276, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.547370489713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.515787127298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.4841973790625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.4526012428596, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.4209987165736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.3893897979946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.3577744847821, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.326152774565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.2945246656756, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.2628901553355, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.2312492414961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.1995436528715, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.1678202341718, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.1360903708987, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.1043540606204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.07261130112, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.0408620901774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 601.0091064254842, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.9773443050418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.9455757262649, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.913800686929, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.8820191850663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.8502312182633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.8184367842205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.7866358809576, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.7548285058122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.7230146565647, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.6911943313215, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.6593675274387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.6275342429483, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.5956944753249, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.5638482226286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.5319954822885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.500136252178, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.4682705298729, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.436398313417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.4045196004507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.3726343884855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.3407426753289, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.3088444589791, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.2769397367751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.2450285065837, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.2131107664807, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.1811865135948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.1492866076599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.1174198126324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.0855465333791, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.0536667675598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 600.0217805131524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.9898877675018, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.9579885284944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.9260827940554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.8941705616517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.8622518292527, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.8303265944517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.7983948549459, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.7664566084179, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.7345118528278, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.7025605858835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.6706028050049, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.638638508271, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.6066563267597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.57460827655, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.5425536683169, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.5104924994174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.4784247680473, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.446350471794, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.4142696082226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.3821821751983, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.3500881702724, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.3179875910998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.2858804355599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.2537667011806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.2216463857594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.1895194870706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.1573860027519, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.125245930243, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.093099267644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.0609460122807, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 599.0287861620566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.9966197146575, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.9644466675486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.9322670188358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.9000807656155, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.8678879061948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.8356884379049, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.8034823583434, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.7712696654403, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.7390503567373, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.7068244298782, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.6745918828192, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.6423527128438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.6101069178338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.5778544954578, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.5455964476453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.5134022944128, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.4812015425313, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.4489941895959, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.416780233495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.3845596718213, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.3523325021893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.320098722333, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.287858330051, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.2556113227577, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.2233576983458, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.1910974544173, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.1588305888158, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.1265570989281, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.0942769826859, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.0619902375938, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598.0296968612876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.9973968517072, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.9650378038866, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.9326527234331, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.9002609666377, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.8678625313364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.835457414741, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.8030456150514, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.7706271293662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.7382019557908, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.705770091475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.6733315344309, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.6408862821829, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.6084343326097, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.5759756830151, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.5435103311181, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.511038274727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.4785595111662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.4460755092207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.413586436113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.381090650765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.3485881514113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.3160789351992, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.2835630001059, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.2510403435567, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.218510963147, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.1859748566894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.1534320217613, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.1208824559401, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.0883261566672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.055763122006, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 597.0232109467864, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.9907253355415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.9582330271868, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.9257340191934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.8932283093071, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.8607158954089, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.8281967746967, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.7956709451587, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.7631384043013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.730599149628, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.6980531791519, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.6655004902004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.6329410803876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.6003749476137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.5677656290623, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.5350948861635, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.5024173671475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.4697330698666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.4370419915094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.4043441300942, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.3716394830232, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.3389280479296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.3062098223827, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.2734848040653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.2407529906283, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.2080143794473, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.1752689682489, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.1425167545735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.1097577361554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.0769919104001, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.0442192750029, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 596.0114398275896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.9786535655736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.9458604866247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.9130605884468, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.8802538686638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.8474403247124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.814619954194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.7817927545422, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.748958723624, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.7161466921764, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.6833909800984, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.6506284757155, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.6178591763095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.58508307997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.5523001839853, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.5195104862745, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.4867139839209, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.4539106751481, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.4211005569553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.388283627343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.3554598837549, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.3226293236507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.2897824823503, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.2568955556628, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.223949110409, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.1909957903312, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.1580355932816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.125068516389, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.0920945575458, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.0591137142628, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 595.0261259840239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.993131364371, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.9601298529536, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.9271214472974, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.8941061446517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.861083943074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.828054839842, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.7950188325251, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.7619759186279, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.7289260956529, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.6958693614001, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.6628057130746, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.629735148453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.596657665094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.5635732604158, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.5304819319023, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.4973836773393, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.4642784940584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.4311663796593, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.3980473314795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.3649213474896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.3317884248036, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.2986485612007, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.2655017540696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.2323480009615, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.1991872995233, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.166083720045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.1329836912782, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.0998767443848, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.0667628768506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.0336420863939, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 594.0005143702604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.9673797262429, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.9342381517357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.9010896444292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.8679342015714, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.8347718210666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.8016025002476, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.7684262365485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.7352430276284, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.7020528711163, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.6688557643247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.6356517051086, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.6023964520105, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.5691036575172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.5358038651098, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.5024970720117, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.46918327617, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.4358624749073, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.4025346655352, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.3691998457507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.3358580131445, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.3025091648364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.269153298938, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.2357904121083, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.2024205025527, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.1690435673664, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.1356596042876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.1022686107034, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.068870584132, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.0354655219885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 593.0020534216726, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.9686342809823, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.9352080971998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.9017748677118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.8683345902587, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.8348872619208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.8014328807659, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.7679714436905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.7345029484964, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.7010273926292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.6675447734207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.6340550884138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.6005583351673, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.5670545110523, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.5335747943728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.500132493783, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.466683153456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.4332267704276, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.3997633423812, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.366292866932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.3328153414119, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.2993307630857, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.2658391298922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.2323404391934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.1988346882281, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.1653218744768, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.1318019956997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.0982750492835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.0647410325084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 592.0311999430562, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.9976517783282, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.9640859080841, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.9304476612417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.8968022929791, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.8631498006764, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.8294901816773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.7958234335007, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.7621495537505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.728468539425, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.6947803884824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.6610850979697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.6273826655782, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.5936730887063, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.5599563647178, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.5262324908696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.4925014650289, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.4587632842012, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.4250179462539, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.3912654481082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.3575057876172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.3237389619815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.2899649685935, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.2561838050906, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.2223954687009, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.1885999570538, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.1547972674175, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.1209873972429, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.0871703438038, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.0533461048303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 591.0195146774996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.985676059356, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.9518302476594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.9179772398472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.8841328473544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.8503422333017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.8165444548036, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.7827395090363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.7489273934839, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.7151081055098, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.6812816426915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.6474480023318, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.6136071820138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.5797591790691, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.5459039907113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.5120416145619, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.4781720481247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.444295288617, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.4104113335537, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.3765201804995, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.3426218265439, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.3087162693862, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.2747318193726, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.2407347580345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.2067304464363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.1727188815569, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.1387000609152, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.1046739819293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.0706406421638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.0366000386945, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 590.0025521690382, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.968497030618, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.9344346207637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.9003649367979, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.8662879760323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.8322037361096, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.7981122141605, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.7640134076282, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.7299073139997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.6957939305121, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.6616732545683, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.6275452835132, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.593410014749, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.5592674454441, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.5251175735508, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.4909603956592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.45679590957, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.4226241125089, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.388445002045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.3542585753816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.3200648297386, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.2858637627775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.2516553714913, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.2174583825158, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.1833132750191, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.1491608753132, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.1150011807813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.0808341890277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.0466598971068, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 589.0124783026328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.9782894027884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.9440931950223, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.9098896767557, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.8756788453377, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.8414606978749, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.8072352321861, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.7730024452285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.7387623344201, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.7045148972454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.670260131147, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.6359980331849, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.6016533707173, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.5672983590237, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.532935967411, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.498566193183, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.4641890338804, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.429804486778, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.3954125490418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.3610132181224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.3270932907814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.2966651005565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.2662314940505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.2357924696832, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.205348025881, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.1748981608483, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.1444428727093, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.1139821598146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.0835160204705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.053044453128, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 588.0225674556713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.9920850266521, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.9615971642899, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.9311038668502, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.9006051325938, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.8701009598409, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.8395913468387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.8090762917102, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.778555792972, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.7480298487344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.7174984573052, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.6869616171291, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.6564193260226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.6260622077054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.5958794465196, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.5656913983555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.535498061465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.5052994344917, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.4750955155373, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.4448863030016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.4147461264431, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.3846510955659, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.3545508231647, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.3244453077584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.2943345471566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.264218540362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.2340972855384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.203970780645, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.1736831727372, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.1430804128463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.1124721862758, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.0818584911892, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.0512393259509, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 587.0206146888279, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.9899845780976, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.9593489919664, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.9287079286745, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.8980613864567, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.8674093635805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.8367518585353, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.8060888691888, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.7754203940627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.7447464312714, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.7140669791413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.6833820359773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.6526915998081, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.6219956691933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.5912942421423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.5605873169936, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.5298748920711, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.4991569654246, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.4684335352722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.43770460028, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.4071726992643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.3769016819426, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.3466253680947, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.316343755916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.2860568439429, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.2557646304215, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.2254671135659, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.1951642919428, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.164856163694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.1345427272742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.1042239809267, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.0738999230017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.0435705519621, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 586.0132358658515, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.9825892147512, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.9517737935132, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.920952837618, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.890126345404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.859294315384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.8284567454582, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.797613633925, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.7667649792288, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.7359107793777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.7050510325083, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.6741857371968, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.6433148913882, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.6124384933839, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.5815565414428, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.5506690337231, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.5197759684811, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.4888773440119, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.4579731583801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.427063410042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.3961238614221, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.3651720787876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.3342147129599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.3032517623711, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.2722832251005, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.2413090992463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.2103293832477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.1795037178056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.1488910303983, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.1182729208749, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.087649387297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.057020428235, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 585.0263860419054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.9957462266161, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.9651009803257, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.9344503019388, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.9037941890705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.8731326406374, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.8424656543642, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.8117932287045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.7811153620141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.7504320525263, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.7197432986404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.6890490985057, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.658285123082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.6272007099578, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.5961106710364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.5650150048294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.5339137093282, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.5028067828777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.471694223584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.4405760295521, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.4094521990621, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.3783227303916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.3471876216165, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.3160468709136, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.2849004765546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.2537484365339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.2225907494538, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.1914274131178, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.1602584257863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.1290837857612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.0979034910827, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.0667175399885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.0355259305956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 584.0043286613424, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.9731257301706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.9419171352858, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.9107028750357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.8794829473422, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.8482573505331, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.8170260826589, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.7857891421197, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.7545465268479, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.7232982351476, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.6922024520408, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.66132553081, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.6304431038438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.5995551693761, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.5686617257456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.5377627709697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.5068583034682, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.4759483215335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.4450328233401, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.414111807144, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.3831852710769, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.3522532136196, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.3213156328571, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.2903725270489, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.2594238945718, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.2284697334118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.1975100421637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.1664832647677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.1351286569377, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.1037683366687, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.0724023019055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.0410305511074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 583.0096530822062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.9782698934999, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.9468809830086, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.9154863490538, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.8840859894972, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.8526799029545, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.8212680871338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.7898505403731, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.7584272610039, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.7269982467767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.6955634961404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.6641230071726, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.6326767780079, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.6012248067819, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.5697670916306, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.538303630669, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.5068344223087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.475359464365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.4438787549936, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.4123922926094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.3809000751703, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.3494021006597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.317898367598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.2863888738443, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.2548736175877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.2233525970673, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.192074223205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.1609290039552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.1297781936422, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.098621790873, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.0674597933769, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.0362921994447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 582.0051190075417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.9739402157043, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.9427558222014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.9115658250657, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.8803702227895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.8491690135013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.8179621952191, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.7867497663425, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.7555317251018, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.7243080695323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.6930787979552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.6616929546475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.6300639667954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.5984291779744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.5667885860468, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.5351421892412, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.5034899857959, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.4718319737324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.4401681511781, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.4084985161818, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.376823066834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.3451418014799, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.3134547180265, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.2817618146172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.2500630893919, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.2183585405127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.186648166023, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.1549319641989, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.1232099329126, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.0914820703232, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.0597483747308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 581.0280088441251, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.9962634764819, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.9645122699769, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.9327552229921, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.9009923331978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.8692235991642, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.8374490185593, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.8056685897345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.773882310659, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.7420901796013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.7103337116125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.6789217263872, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.6475040650585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.6160807257319, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.5846517068271, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.5532170063148, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.5217766224838, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.4903305533273, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.4588787974214, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.4274213523462, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.3959582168501, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.364489388844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.3330148666199, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.3015346482265, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.2700487318752, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.238557115821, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.2070597980113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.1755567768172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.1437124506889, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.1118048146661, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.0798912869509, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.0479718659303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 580.0160465494962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.9841153360667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.9521782232254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.9202352094802, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.8882862927087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.8563314711191, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.8243707425771, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.7924041052819, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.760431557337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.728453096844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.6964687218689, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.6644784303536, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.6324822205675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.600480090403, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.5684720380874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.5364580616836, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.5044381591277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.4724123285619, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.4403805681176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.4083428757268, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.3762992496509, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.3442496878725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.3121941882523, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.2801327492446, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.248065368564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.2159920444572, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.1842323286668, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.1525437636162, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.1208494341872, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.0891493378098, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.0574434732637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 579.0257318384693, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.9940144314571, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.9622912504324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.9305622937228, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.8988275593496, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.8670870453429, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.8353407500236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.8035886712967, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.7718308074966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.7400671567517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.7082977171715, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.6765224868261, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.6445206533208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.6123359969598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.5801453589547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.547948737168, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.515746129716, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.4835375348798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.4513229502304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.4191023743481, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.3868758050519, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.3546507047074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.3224454697556, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.2902342518239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.2580170488488, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.2257938591424, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.1935646805973, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.1613295111623, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.1290883491718, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.0968411923745, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.0645880388208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.0323288867345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 578.0000637340545, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.9677925789051, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.9355154190904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.9032322530326, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.8709430784229, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.8386478936432, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.8067965001285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.7749922859384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.743182289765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.7113665095764, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.6795449436281, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.6477175899861, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.6158844467433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.5840455120374, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.5522007841298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.5203502611917, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.4884939411577, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.4566318221799, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.4247639027167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.3928150545904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.3604314598233, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.3280418239124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.2956461445788, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.2632444200713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.2308366485311, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.1984228277029, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.166002955901, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.1335770307423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.1011450506063, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.0687070134275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.0362629171574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 577.0038127597311, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.9713565393708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.9388942539997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.906425901655, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.8739514801264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.8414709879038, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.8089844225423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.7764917822626, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.7439930650271, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.7114882688447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.6789773917578, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.6464604317631, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.6142078821312, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.5821862413417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.5501587487358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.5181254021597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.4860862000362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.4540411400785, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.4219902207273, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.389933439825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.3578707958382, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.3258022865294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.2937279100645, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.2616476648053, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.2294628087158, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.1972344047509, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.1648783557431, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.1322320078336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.0995795266698, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.0669209106871, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.0342561578724, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 576.0015852660836, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.9689082331404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.9362250574187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.9035357365951, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.8708402686847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.8381386516247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.8054308836254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.7727169624056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.7399968860085, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.7072706526208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.6745382599429, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.6417997060798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.6090549890095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.5763041064796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.5435470568691, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.5107838377705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.4780144475133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.4452388836943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.4124571444888, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.379669227897, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.3468751317062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.314074854052, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.281268392718, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.2484557458653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.2156369115338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.1831874054379, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.1507659040974, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.1183384014524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.0859048957135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.0534653848205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 575.0210198668065, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.9885683396963, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.9561108017455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.9236472507046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.8911776846554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.858702101903, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.826220500329, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.7937328779547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.7612392326473, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.7287395628405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.6962338661767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.6637221408843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.630915779168, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.5979810235898, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.5650400401693, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.5320928267205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.4991393812145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.466179701662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.4332137862464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.4002416322674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.3672632381714, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.3342786017496, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.3012877209314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.268290593857, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.2352872180961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.2022775918274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.1692617128402, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.1362395793739, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.1032111888447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.070176539752, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.0371356295983, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 574.004088456528, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.9710350183939, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.9379753131755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.9049093387952, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.8718370930444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.838758574208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.8056737797077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.7725827078916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.7394853564011, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.706381723362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.6734992907443, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.6407975863727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.6080897898132, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.5753758987752, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.5426559113097, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.5099298256864, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.4771976396098, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.4444593512443, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.4117149586461, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.3789644594826, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.3462078521536, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.3134451343672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.2806763045227, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.2479013601002, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.2151202994505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.1823331204232, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.1495398210748, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.1165998878041, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.0833785675566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.05015092454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 573.0169169567895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.983676662039, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.950430038459, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.9171770836253, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.8839177957361, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.8506521725294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.8173802121294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.7841019119924, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.7508172704179, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.7175262851525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.6842289540424, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.6509252751129, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.6176152460795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.5842988650497, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.5509761297958, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.5176470381748, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.4843115881217, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.4509697775221, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.4176216042425, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.3842670662448, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.3509061612945, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.3175388873706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.2841652425179, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.2507852243334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.2173988306688, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.1840060595387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.1507798808735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.1177937276423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.0848013894005, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.0518028636068, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 572.0187981484646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.985787241997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.9527701421506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.9197468468711, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.88671735403, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.8536816616881, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.8206397678222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.7875916704234, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.754537367357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.7214768566058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.6884101362602, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.6553372040548, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.6222580581077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.5890862191399, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.5555739601142, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.5220552818033, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.4885301822385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.4549986586549, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.4214607094465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.3879163327292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.3543655257293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.3208082865355, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.2872446130328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.2536745031791, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.2200979546349, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.1865149655703, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.1529255335222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.1193296565343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.085727332129, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.0521185585795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 571.0185033335796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.9848816549994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.9512535204656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.9176189282598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.8839778756949, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.8503303612287, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.8166763821667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.7830159366575, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.7493490224499, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.7156756372792, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.6819957791375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.6483094459097, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.6148316688516, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.581556738337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.548275527987, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.5149880353244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.4816942585351, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.4483941956021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.4150878442937, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.3817752026764, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.3484562686017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.3151310401474, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.2817995148791, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.2484616910274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.2151175665553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.1817671390854, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.148410406863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.1150473676013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.0816780193501, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.0481727849332, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 570.0143651276542, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.9805509525165, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.9467302573945, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.9129030398897, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.8790692981738, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.8452290299745, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.8113822327405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.7775289047275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.7436690437706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.7098026471826, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.6759297134189, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.6420502397432, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.6081642241348, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.5742716648281, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.5403725589781, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.5064669047407, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.4725547000286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.4386359422491, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.4047106296778, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.3707787597228, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.3368403304737, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.3028953395385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.2689437849599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.2349856642398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.2010209754449, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.1670801683513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.1331386853736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.0994291927947, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.0660135003786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 569.032591503136, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.9991631992749, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.9657285862609, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.9322876624892, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.898840425544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.8653868733644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.8319270040889, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.798460815437, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.7649883054473, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.7315094720075, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.6980243128505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.664532826107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.6306320888801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.5965875756795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.5625364715476, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.5284787741446, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.4944144811709, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.4603435904934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.4262660997517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.3921820068329, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.3580913096882, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.3239940058244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.2898900929827, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.2557795693141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.2216624323318, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.1875386799035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.1534083096118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.1192713197418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.0851277076232, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.0509774711295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 568.0168206079884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.9826571160139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.9484869931658, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.9143102369598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.8802462893269, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.8465999755258, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.8129472810386, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.7792882037993, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.7456227417478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.7119508925973, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.6782726545221, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.6445880252103, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.610897002452, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.5771995844143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.5434957688989, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.5097855537543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.4760689367721, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.4423459159734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.408329600135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.3740485699518, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.3397608691755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.3054664957436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.2711654472306, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.2368577214431, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.20254331615, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.1682222293532, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.133894458313, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.099560000913, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.0652188553672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 567.0308710188638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.9965164894315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.9621286276802, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.9277238819634, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.8933124178625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.8588942333816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.8244693259714, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.7900376935615, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.7555993337382, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.7211542444156, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.6867024231972, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.6522438678612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.6177785758174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.5833065453076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.5491418540385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.5150945432933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.4810406972517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.4469803138123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.4129133907759, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.3788399258925, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.3447599171559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.3106733622828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.2765802589655, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.2424806053027, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.2083743987595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.1742616375852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.1401423192397, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.1060164417349, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.0718840027494, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.0377450001165, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 566.0035994317677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.969201700239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.9346033918293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.8999983000401, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.8653864222676, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.830767756381, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.7961422999466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.761510050683, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.7268710063355, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.6922251646876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.6575725232037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.6229130797878, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.5882468320824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.5535737779651, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.518893914787, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.4842072405206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.4495137526128, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.414813449122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.3801063272792, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.3453923850894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.3106716202597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.2759440304058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.2412096130997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.206468366121, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.1717202871971, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.1369653740957, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.1022036243157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.067435035716, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 565.0326596057721, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.9981966601115, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.9638509029389, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.9294985113424, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.895139482681, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.8607738150824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.8264015061088, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.7920225536343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.7576369554786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.7232447092958, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.6888458129404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.6544402641789, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.6200280608576, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.585609200486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.5511836812404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.5167515004123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.4823126561471, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.447867146087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.4131620672912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.3782584322371, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.3433479103273, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.3084304990537, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.2735061960535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.2385749990037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.2036369056959, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.1686919135425, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.1337400202037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.0987812236926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.063815521215, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 564.0288429108605, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.9938633896767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.9588769560728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.9238836071049, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.8888833408149, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.8538761545786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.8188620461913, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.7838410130944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.7488130530575, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.7137781640481, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.6787363431372, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.6436875884658, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.6086318973163, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.5735692675238, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.538499696744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.5034231822381, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.4683397224103, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.4336754952044, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.3990267623706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.3643712936337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.3297090865158, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.2950401388821, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.2603644485025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.2256820131105, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.1909928306386, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.1562968984298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.1215942142817, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.086884776135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.0521685817135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563.017445628613, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.9827159145715, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.9479794375084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.9132361947218, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.8784861844773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.8433669789705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.8081533489252, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.7729327264913, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.7377051090606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.7024704945984, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.6672288803449, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.6319802642196, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.596724643558, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.5614620161214, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.526192379586, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.4909157313728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.4556320691438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.4203413906995, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.3850436934268, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.3497389750798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.3144272331187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.2791084653418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.2437826690073, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.2084498420701, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.1731099820051, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.1377630864698, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.1024091529272, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.0670481789584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 562.0316801624218, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.9963051006546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.9609229911941, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.9255338318962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.8903217330978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.8553722435099, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.8204159169736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.7854527511693, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.7504827437617, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.715505892595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.6805221951956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.6455316491968, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.6105342524901, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.5755300024819, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.5405188971828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.5055009340451, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.4704761109775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.4354444254352, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.400405875082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.3653604578558, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.3303081711091, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.2951268283763, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.2596055406927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.2240771553847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.1885416700288, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.1529990822996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.1174493896451, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.0818925899652, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.0463286802944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 561.0107576584996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.9751795220061, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.9395942687694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.9040018959106, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.8684024011782, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.8327957819956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.7971820361595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.7615611611118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.7259331542084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.6902980133171, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.6546557357899, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.6190063192843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.5833497613598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.5476860596118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.5120152112386, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.4763372142595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.4406520660744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.4049597639704, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.3692603056757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.3335931966867, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.2983384505992, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.263076764536, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.2278081363478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.1925325635864, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.1572500436755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.1219605746436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.0866641537851, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.0513607789596, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 560.0160504477826, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.9807331578342, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.9454089067422, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.9102230718095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.8750424410282, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.8398549191353, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.8046605034914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.7693583738463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.7335716448761, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.697777733985, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.6619766386159, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.6261683563786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.5903528847099, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.5545302213889, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.5187003636772, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.4828633094409, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.4470190556252, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.4111676001805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.3753089407526, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.3394430744975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.3035699992158, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.2676897123188, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.2318022111922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.1959074936385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.1600055571432, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.1240963990199, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.088180016758, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.0522564081334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 559.016325570513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.9807912496508, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.9454282558487, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.9100583092184, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.8746814076442, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.8392975488407, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.803906729803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.7685089489516, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.733104203544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.697692491386, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.6622738099894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.6268481571686, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.5914155300806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.5559759269931, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.5204920281899, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.4844547877633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.448410278932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.4123584996664, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.3762994472672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.3402331194982, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.3041595133307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.2680786267242, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.2319904569621, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.1958950014632, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.1597922578298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.1236822237547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.0875648963828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.0514402733866, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558.0153083521274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.9791691301598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.9430226049244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.9068687740204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.8707076348253, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.834539184795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.7983634215152, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.7621803423312, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.7264123420522, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.6908021535944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.6551849288979, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.6195197241532, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.5837292679962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.547931690244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.5121269885212, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.4763151604969, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.4404962034, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.404670115323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.3688368932354, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.3329965351838, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.2971490386892, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.2612944010862, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.2254326199732, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.1895636932784, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.153446931758, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.117093731895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.0807331484234, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.044365178355, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 557.0079898192405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.971607068524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.9352169238548, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.8988193822954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.8624144414846, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.8260020991722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.789582352123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.7531551982568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.7167206348995, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.6802786594494, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.6438292693483, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.6073724621016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.5709082348676, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.534436585348, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.4979575109487, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.4614710092346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.424977077321, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.3884757126702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.3519669127352, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.3154506750454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.2789269970663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.242395876082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.205857309387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.1697562223135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.1336767249777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.0975900077369, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.0614960678469, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 556.0253949028631, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.9892865106212, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.9531708882485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.9170480333299, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.8809179434093, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.8447806162726, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.8086360492514, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.7724842398443, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.736325185329, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.7001588836731, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.6639853322195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.6278045284276, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.5916164698725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.5550113155167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.5183331825526, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.4816475530326, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.4449544242922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.4082537938709, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.3715456589068, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.3348300169666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.2981068654185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.2613762014989, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.2246380227676, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.1878923265981, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.1511391103794, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.1143783713497, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.0776101070091, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.0408343149791, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 555.0040509920082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.9672601359748, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.9304617442219, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.8936558140043, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.8568423427513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.8200213276855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.7831927665768, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.7463566563956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.7095129945283, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.6726617786344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.6358030059108, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.5991767373398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.562782241868, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.5263804184355, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.489971264296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.4535547775063, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.4171309550661, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.3806997948242, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.344261293805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.3078154498644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.2713622602441, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.2349017225433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.1984338341421, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.1619585924874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.1254759952745, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.0889860399038, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.0524887236768, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 554.0159840442027, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.9792635404526, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.9422631093914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.9052550695375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.8682394181736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.831216152358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.7941852700397, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.7571467682317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.7201006440118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.6830468950841, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.6459855187145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.6089165125261, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.5718398732715, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.5347555984912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.4976636856154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.4605641321001, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.423456934993, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.3863420916933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.3492195997294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.3120894561454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.2749516584208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.2378062039279, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.2006530899214, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.1634923137851, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.1263238726232, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.0891477640116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.0519639851491, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 553.014909653433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.9781954642524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.9414738375892, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.9047447703914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.8680082604224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.8312643047323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.7945129009236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.7577540464238, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.7209877388857, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.6842139753359, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.647432753435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.6106440704813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.5738479238662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.5370443112317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.5002332299335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.4634146772929, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.4265886508001, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.3896454935913, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.3523179242511, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.3149826314841, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.2776396129046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.2402888654904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.2029303866466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.1655641739014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.1281902241392, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.0908085349663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.0534191035431, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 552.016021927287, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.9786170032878, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.9412043287548, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.9037839012736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.8663557181605, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.8289197760977, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.7914760731077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.7540246059389, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.7165653720155, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.6790983688641, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.6416235934058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.6041410428734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.5666507149003, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.5291526067651, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.4916467153391, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.4541330380259, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.4167508664932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.3797121993198, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.34266598238, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.3056122129408, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.2685508884799, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.2314820061058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.1944055637066, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.1573215581607, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.1202299870167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.0831308476737, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.046024137767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 551.0089098542875, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.9717879946643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.9346585564074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.8975215367568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.8603769333461, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.8232247431004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.7859483153508, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.7482886740636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.7106211927169, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.6729458689598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.635262699569, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.5975716821922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.5599146076281, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.5222509001746, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.4845793587779, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.4468999805017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.4092127627966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.3715177028685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.3338147978159, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.2961040450814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.2583854415868, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.2206589849827, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.1829246722541, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.1451825006261, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.1074324673557, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.0696745698157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 550.0319088050612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.9941351703187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.9567777658481, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.9196114111926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.8824374885559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.845255995113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.8080669285076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.7708702860454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.7336660650506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.6964542628998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.6592348769926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.6220079046855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.5847733433604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.5475311904875, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.5102814432563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.472945164224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.4350556585521, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.3971582395484, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.3592529041532, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.321339649667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.2834184731433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.2454893720228, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.207552343476, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.1696073846274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.1316544927354, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.0936936647885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.0557248982022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 549.0177481901189, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.9797635379048, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.9417709383755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.9037703890102, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.8657618870047, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.8277454293053, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.7897210136375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.7516886364922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.7136482954311, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.6760890828566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.6386613960315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.6012260506046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.5637830441401, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.5263323737604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.4888740370591, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.4514080311833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.4139343536804, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.376453001588, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.338963972365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.3014672634936, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.2639628720834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.2264507957186, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.1887855522446, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.1505927195733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.1123835018002, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.0741662502444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 548.0359409619898, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.9977076337916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.9594662632476, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.9212168473721, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.8829593832829, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.844693868235, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.8064202991408, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.7681386732202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.7298489879286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.69155123993, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.65324542674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.6149315450904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.5766095925457, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.5382795661137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.4999414628858, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.461595280012, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.4232410145262, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.3848786638168, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.3465082245964, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.3081296943961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.2697430701244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.2313483489318, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.1934421393246, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.1555375563953, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.1176251225512, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.079704835096, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.0417766911573, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 547.0038406880172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.9658968230096, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.9279450930997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.889985495852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.8520180285161, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.8140426877869, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.7760594715978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.738068376814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.7000694008343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.6620625406129, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.6240477938022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.586025157409, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.5474903578879, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.50894382182, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.4703891321565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.4318262857637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.3932552797885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.3546761114353, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.3160887777364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.2774932758799, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.238889602615, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.2002777554603, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.161657731454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.1230295273353, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.084393140429, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.0457485678915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 546.0070958067638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.9684348540293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.9297657069475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.8910883623272, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.8524028174686, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.813709069366, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.7750071151083, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.7362969517586, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.6975785764843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.6588519862981, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.6201171781765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.5818038460043, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.5435647667347, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.5053177192071, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.4670627007706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.4287997086035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.3905287397492, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.3522497916747, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.3139628614174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.2756679458089, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.2373650429168, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.1990541490572, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.1607352618571, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.1224083784135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.0840734958701, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.0457306114293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 545.0073797224508, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.969020825996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.9302105982239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.8913217001209, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.852424526239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.8135190735088, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.7746053393157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.7356833202227, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.6967530137313, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.6578144164041, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.6188675256853, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.5799123382585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.5409488514581, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.5019770623564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.4629969676575, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.4240085646295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.385011850293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.3460068214758, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.3069934755193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.2679718091723, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.228941819524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.1899035035073, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.150856858462, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.1118018812643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.0727385688153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 544.0336669182001, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.9945869263499, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.9559708542704, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.9173922945665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.8788056473762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.8402109094742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.801608078459, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.7629971512092, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.7243781248312, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.6857509966992, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.6471157636989, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.6084724230346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.5698209719229, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.5311614074662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.4924937266313, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.4538179268386, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.415134005034, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.3764419584238, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.3377417842546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.2985408904187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.2593044898751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.2200596891, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.1808064850027, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.1415448748478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.1022748554694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.0629964235908, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 543.0237095766217, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.9844143111086, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.9451106245738, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.9057985134677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.8664779750742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.8271490062805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.7878116039593, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.7484657652833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.7091114870041, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.6697487662184, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.6303776000299, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.5909979850815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.5516099185522, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.5122133972577, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.4728084183478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.4333949787011, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.3939730751367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.354646464609, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.3157315517253, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.2768084325337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.2378771039158, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.198937563092, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.1599898070581, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.1210338328742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.0820696378153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.0430972187721, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 542.0041165729472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.9651276973001, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.9261305889846, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.8871252451033, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.8481116625758, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.8090898388255, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.770059770504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.7310214549526, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.6918452139419, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.6522645950986, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.61267545244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.5730777828752, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.5334715833245, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.4938568501531, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.4542335812572, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.4146017726432, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.3749614217711, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.3353125253816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.2956550806657, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.2559890839516, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.2163145327238, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.1766314235865, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.1369625824823, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.0973090239111, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.0576469231394, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 541.017976277187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.9782970827566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.9386093371403, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.8989130368368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.8592081791203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.8194947606357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.7803754407702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.74131106129, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.7022384509116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.6631576065212, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.6240685255505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.5849712047166, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.545865641428, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.5067518326343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.4676297754277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.4284994668081, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.3893609039757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.350214083679, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.3110590034153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.2716047449833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.2317652488381, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.1919171437667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.1520604260982, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.1121950930567, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.0723211414393, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 540.0324385680124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.9925473699111, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.9526475439604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.9127390869423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.8728219958359, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.8328962672462, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.7929618983708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.7530188861468, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.7130672270654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.6731069183149, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.633137956691, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.5931603391097, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.5531740621786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.5132072214583, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.4738753554934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.4345351639305, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.3951866437344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.3558297918411, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.3164646056671, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.2770910817057, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.2377092174446, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.1983190096305, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.1589204556701, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.11951355221, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.080098296364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.040674685263, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 539.0012427159804, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.9614110879329, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.9212885688719, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.8811573384538, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.8410173928949, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.8008687297163, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.7607113454117, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.7205452368672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.6803704010053, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.6401868346068, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.5999532581998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.5597048721427, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.5194477208591, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.479181800874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.4389071090116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.3986236422933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.3583313974327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.3180303711429, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.2777205602854, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.2374019616013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.197074572077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.1567383885035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.1163934074318, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.0763738872637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 538.0365517861244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.9967211557212, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.956881993151, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.9170342952077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.8771780586663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.8373132808692, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.7974399584709, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.7575580884463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.717667667833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.6777686934597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.6378611622961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.5979450711794, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.5580204171074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.5180871971878, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.4781454081018, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.438195046826, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.3978395668403, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.3573295954075, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.3168107633528, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.2762830676488, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.2357465047627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.1952010716877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.1546467653129, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.1140835819531, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.0735115187879, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 537.0329305726165, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.9923407399151, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.9517420175696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.9111344023587, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.8705178909514, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.829892480558, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.7892581671829, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.7486149479586, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.7079628198169, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.6673017792014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.6266318230203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.5859529481465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.5452651509656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.5045684283912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.4638627773461, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.4235508125056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.3833740296525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.3431885902628, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.3029944915675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.2627917299242, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.2225803027522, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.1823602067614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.1421314386689, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.1018939955204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.0616478741003, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 536.02139307127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.9811295840979, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.9408574091349, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.9005765433855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.8602869839428, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.8199887274277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.7796817706163, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.7388925575817, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.6980194464002, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.657137342077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.6162462415392, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.5753461413035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.5344370380249, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.5008775616834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.46976611741, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.4386501103293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.4075295391028, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.3764044025294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.3452746993415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.314140428513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.2830015882089, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.251858177505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.220710194863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.1895576396375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.1584005100333, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.1272388046532, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.096072522733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.0649016624077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.0337262229696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 535.0025462027929, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.9712849858736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.9388884421494, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.9064868391257, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.8740801757874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.8416684509762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.8092516622592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.7768298092187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.7444028896832, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.7119709025989, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.6795338463535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.6470917193585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.6146445203847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.5821922476512, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.5497348999629, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.5172724758003, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.4848049736559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.4523323919984, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.4201022593743, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.388830171755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.3575534766683, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.3262721729109, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.2949862587477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.2636957334596, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.2324005952393, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.20110084343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.1697964761975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.1384874923598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.1071738910264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.0758556702565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.0445328290239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 534.0132053663594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.98187328065, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.9505365706832, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.9191952350288, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.8878492726844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.8564986821389, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.8251434621448, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.7937836114253, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.7624191285463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.7310500126521, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.6996762619813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.6675697972456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.6349688579128, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.6023628000651, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.5697516225655, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.5371353232108, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.5045139008539, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.4718873544264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.4392556819087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.4066188819328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.3739769533286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.3413298943925, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.3086777032804, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.2760203790403, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.2433579198585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.2106903243844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.1780175912058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.1453397186433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.1135769374009, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.0821100474408, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.0506384954232, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 533.0191622802593, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.9876814006252, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.9561958552108, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.9247056427903, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.8932107619335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.8617112113284, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.8302069898805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.7986980959278, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.7671845284378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.7356662860539, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.704143367052, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.6726157711562, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.6410834959281, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.6095465406773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.5780049040202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.5464585845868, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.5149075806764, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.483227546592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.451541875427, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.419714553469, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.3864747505474, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.3532295927677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.3199790781734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.2867232056448, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.2534619733908, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.2201953798619, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.1869234237822, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.1536461029825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.1203634163058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.0870753622467, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.0537819386525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 532.0204831446839, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.9871789783717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.9549735705365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.9232070792327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.8914358298517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.859659820952, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.8278790508006, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.7960935187035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.7643032228957, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.7325081622159, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.7007083355745, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.6689037407953, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.6370943774648, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.6052802436534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.5734613382624, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.5416376597636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.509809207231, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.4779759789064, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.4461379736078, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.4142951901226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.3820871718167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.3486802014149, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.3152678262538, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.2818500451624, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.2484268562887, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.214998258187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.1815642490833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.1481248275254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.1146799917908, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.0812297404912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.0477740719114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 531.0143129843193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.9808464763154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.9473745461637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.915246730822, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.883322386233, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.851393239235, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.819459287801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.787520531676, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.7555769685043, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.7236285973656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.6916754166909, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.659717425522, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.6277546221497, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.595787005333, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.5638145737657, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.5318373261753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.499855260819, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.4678683766317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.4359979955657, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.4041279814653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.3722531929292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.3403736280933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.3077158494323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.2745804949714, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.2414398655285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.2082939593636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.1751427750469, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.1419863113263, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.1088245662297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.0756575385994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.0424852262686, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 530.0093076284702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.9761247432806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.9429365692104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.9097431044327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.8765443479217, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.8433402978301, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.8101309525413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.7769163107708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.7447524031102, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.7127768929904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.6807965785138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.6488114583308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.616821530898, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.5848267951449, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.5528272498254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.5208228928071, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.488813723814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.456799740464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.4247809424255, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.3927573276119, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.3607288950265, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.3286956429605, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.2966575701113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.2646146754174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.23256695736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.2005144148244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.168457046082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.1363948497597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.1043278245935, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.0722559693432, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.04017928248, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 529.0068891251366, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.973545826449, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.9401971916247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.9068432190079, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.8734839070812, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.8401192540807, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.8067492589903, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.7733739196765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.7399932346314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.7066072025841, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.6732158218927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.6398190907373, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.60641700765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.5730095713964, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.53959678008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.5061786320593, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.4730100101351, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.4408411361502, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.4086674032785, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.3764888104076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.3443053558601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.3121170383492, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.2799238566355, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.2477258091241, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.2155228946638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.1833151117413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.1511024589943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.1188849349707, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.0866625384263, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.0544352679128, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 528.0222031220743, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.9899660995919, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.9577241990941, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.9254774189369, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.8932257580557, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.8609692150601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.8287077881769, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.7964414765044, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.7641702786946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.7312532420384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.6977049417094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.6641512446049, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.6305921491074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.5970276536082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.5634577568924, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.5298824570091, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.4963017525813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.4627156417905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.4291241233674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.395527195614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.3619248568334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.3283171052046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.2947039396263, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.2610853583533, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.227461359796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.193831942157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.1611658625657, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.1287965300605, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.096422281998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.0640431172702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 527.0316590342738, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.999270031517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.9668761079861, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.9344772617889, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.9020734920084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.8696647969608, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.8372511754296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.804832625853, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.7724091471232, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.7399807373436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.707547395619, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.6751091201244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.6426659096226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.6102177631075, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.5777646786125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.5453066547668, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.512843690733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.480375784776, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.4475812960176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.4138256278052, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.3800645013725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.346297915503, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.3125258682956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.2787483580164, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.2449653835308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.2111769427497, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.177383034553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.1435836567373, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.1097788081239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.0759684871973, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.0421526918979, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 526.0083314207161, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.9745046725211, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.9406724450828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.906834737099, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.8736640223685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.8410968777741, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.8085247620745, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.7759476735065, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.7433656107719, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.7107785720957, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.6781865566562, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.6455895626643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.6129875886397, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.5803806333874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.5477686953577, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.5151517732941, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.482529865456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.4499029709737, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.4172710877167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.3846342148568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.3519923509464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.3193454940679, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.2866936432409, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.2540367968695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.221374953757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.1887081123576, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.1557804378933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.1218073912275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.087369845482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.0529265856185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 525.0184776102187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.9840229175138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.9495625056619, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.9150963730957, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.8806245180581, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.8461469385697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.8116636335017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.7771746006949, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.7426798386257, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.7081793455883, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.6747815449068, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.6418955940039, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.6090045675473, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.5761084639919, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.5432072821989, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.5103010207471, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.4773896778618, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.4444732518291, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.411551741852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.3786251462412, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.3456934634175, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.312756691927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.2798148304232, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.2468678776897, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.2139158316372, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.1809586913982, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.1479964552029, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.1149106858338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.0803060449962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.0456956399632, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 524.0110794687486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.9764575299668, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.9418298219368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.9071963424254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.8725570900534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.837912062935, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.8032612596531, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.7686046782546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.7339423167734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.6992741739963, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.6646002477262, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.6312450325474, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.5981958961675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.5651416373298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.5320822550123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.499017747966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.4659481139637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.432873352254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.3997934611328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.3667084390249, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.3336182845235, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.3005229966368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.2674225731764, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.2343170126355, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.2012063142536, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.1680904758839, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.1349694967246, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.1018433744691, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.0681945629658, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 523.0334155034558, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.9989109592593, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.9645903345511, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.9302640833384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.895932204636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.8615946968441, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.8272515576041, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.7929027856271, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.7585483796069, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.7241883371986, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.6898226570083, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.6554513377573, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.6210743770184, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.5866917737085, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.5523035260661, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.5180433426431, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.4849544377632, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.4518604133519, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.4187612672831, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.3856569989318, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.3525476062941, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.3194330880677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.2863134428635, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.2531886690538, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.2200587651421, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.186923729934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.1537835617016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.1206382590209, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.087487820543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.0543322447763, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 522.0211715301948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.9880056752547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.9548346786418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.9216585387733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.8884772542397, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.8552908235927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.8220992450869, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.7885292529902, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.7540093552971, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.7194837717715, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.6849525009031, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.6504155411653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.6158728905526, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.581324547621, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.5467705106832, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.5122107781326, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.4776453479262, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.4430742184447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.408497388455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.3739148557842, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.3393266189396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.304732676086, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.2701330255067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.2355276658534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.2017712521863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.1684763575524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.1351762839483, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.1018710306882, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.0685605954764, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.0352449773711, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 521.0019241746544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.9685981860296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.9352670097649, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.9019306446547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.8685890887322, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.8352423411559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.8018903996714, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.7685332637589, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.735170931396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.7018034008452, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.6684306708507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.6350527400559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.6016696068283, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.5682812695318, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.5348877269037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.5014792046502, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.4667463897836, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.4320078255362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.3972635102216, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.3625134419664, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.3277576193713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.2929960403167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.258228703223, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.2234556066091, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.1886767485804, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.1538921273624, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.1191017412966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.0843055889436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.0495036681178, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 520.0146959772586, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.9798825147466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.9450632788565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.910756142579, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.8772581374801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.8437548954369, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.8102464152273, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.7767326950734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.743213733802, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.7096895296861, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.6761600811963, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.642625386978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.6090854450672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.5755402543825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.5419898139835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.5084341210322, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.4748731749103, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.4413069740347, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.4077355167998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.3741588013131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.3405768268223, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.3069895913059, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.2733970933592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.239799331137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.2061963037986, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.1713453836306, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.136391406724, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.1014316148267, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.0664660045406, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 519.0314945755625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.9965173253534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.9615342525203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.926545355037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.8915506312596, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.8565500796242, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.8215436982832, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.7865314853562, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.7515134393834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.716489558429, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.681459840615, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.6464242844027, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.6118220036356, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.5781186170152, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.544409934675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.5106959551592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.4769766767413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.4432520982037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.4095222174208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.3757870334344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.3420465442682, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.3083007489781, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.2745496455236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.2407932324404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.2070315082451, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.1732644715726, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.1394921209107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.1057144547375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.0719314708123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.0381431686435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 518.0043495460429, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.9705506018926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.9367463341455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.9028793430718, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.8677133681351, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.8325415136319, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.7973637776852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.7621258489902, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.726444216002, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.6907564903859, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.6550626701361, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.6193627537834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.583656739183, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.5479446242371, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.5122264077615, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.4765020873651, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.4407716614572, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.4051497474795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.3711128020739, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.3370704498464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.3030226899064, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.2689695197689, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.2349109387164, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.2008469446002, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.1667775361775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.1327027115575, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.0986224698356, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.0645368086839, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 517.0304457269235, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.9963492228053, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.962247294761, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.9281399415783, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.8940271613089, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.8599089523811, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.8252875324647, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.789445909895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.7535981458067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.7177442380766, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.6818841852137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.6460179851904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.6101456358463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.574267135555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.5383824824576, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.5024916749046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.4665947105325, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.4306915876529, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.3947823045802, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.3591021376179, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.3248968919579, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.2906861912558, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.2564700335082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.2222484171562, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.1880213408238, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.1537888030948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.1195508016918, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.085307335791, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.0510584035067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 516.0168040030868, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.9825441332271, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.9482787919811, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.914007978141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.8797316899115, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.8454499255404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.8111626840378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.776059225882, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.7400377134888, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.7040100042475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.6679760963619, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.6319359878253, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.5960523998727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.5604957173791, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.5249330370375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.489364357018, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.4537896759296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.4182089915878, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.3826223021274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.3470296059234, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.3114309013042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.2758261861294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.2405854932981, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.2063428161729, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.1720946880976, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.137841107118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.1035820713432, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.0693175797614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.0350476305676, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 515.0007722221146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.9664913528982, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.932205020928, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.897913225456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.8636159640391, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.8293132358706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.7950050385793, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.7606913712482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.7263722319401, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.6920476193675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.6577175314728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.623381966646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.5890409239681, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.5546944014509, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.5196934724016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.4839543939846, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.448209262134, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.4124580756427, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.3767008322568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.3409375303013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.305168167813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.269392743093, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.2336112543728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.1978236995358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.1620300771058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.126230385091, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.090424621492, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.0546127848104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 514.0187948727262, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.9829708839385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.9471408164292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.912640810784, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.8781843849927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.843722445763, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.8092549916836, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.774782021339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.7403035328249, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.7058195245969, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.6713299949564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.6368349423517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.6023343653438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.5678282622903, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.5333166317064, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.4987994715648, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.4642767802534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.429748556796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.3952147989378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.3606755053881, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.3261306745516, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.2915803047429, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.2570243942288, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.221993661013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.186033781, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.1500677806991, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.1140956583081, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.0781174119502, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.0421330396757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 513.0061425398835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.9701459104751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.9341431496846, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.8981342558225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.8621192266019, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.8260980606149, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.7900707559041, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.7540373103511, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.7179977223882, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.6819519899141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.645900111197, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.6110305868945, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.5763635683292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.5416909753504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.5070128059871, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.4723290592033, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.4376397328617, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.4029448257571, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.3682443358894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.3335382616727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.2988266017767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.2641093544812, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.229386517815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.1946580903996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.15992407083, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.1251844569814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.0904392477653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.0556884415007, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 512.0209320357314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.9861700295776, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.9514024214876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.9160757422106, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.87989256957883, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.8437032085599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.80750765702834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.7713059138858, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.73509797652116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.6988838432768, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.6626635124096, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.6264369818551, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.59020424996623, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.5539653147465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.5177201741062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.4814688264713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.4452112696878, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.40894750199936, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.37267752163206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.33640132653846, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.30142524287777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.26654530516015, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.23165973101607, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.1967685187879, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.1618716666779, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.12696917325366, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.0920610363974, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.05714725518504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 511.0222278275859, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.98730275155106, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.95237202598764, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.9174356491136, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.88249361906134, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.84754593452493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.81259259379465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.77763359479553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.7426689365839, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.7076986166368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.672722634053, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.6377409866524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.6018469770242, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.5654379855515, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.52902273696077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.49260122895265, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.45617345974125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.4193023473572, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.38234348104055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.34537812785146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.3084062848108, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.2714279503135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.23444312245687, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.1974517990217, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.16045397845534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.12344965861485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.0875099822464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.0522813588341, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 510.0170469814172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.9818068475167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.9465609563373, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.91130930575594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.8760518937489, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.84078871908304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.8055197801288, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.7702450746216, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.7349646013303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.6996783586006, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.6643863445267, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.62908855747975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.5937849958851, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.55847565796256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.52205204479816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.484935648057, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.4478127146764, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.41068324336015, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.3735472309346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.33640467636565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.2992555772111, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.26209993162314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.22493773726757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.1877689926935, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.1505936952558, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.11341184318854, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.0762234343007, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.04006956780574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 509.00466770123813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.96926002924806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.93384655050824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.89842726296246, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.86300216516173, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.8275712553872, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.79213453181, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.75669199262893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.7212436363858, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.6857894610523, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.6503294653218, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.6148636469727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.57939200471696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.5439145367383, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.50843124099714, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.4716734449118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.4343719375323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.3970638359953, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.3597491384294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.3224278425396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.28509994657463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.24776544849686, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.2107990117289, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.1739738044316, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.13714221216287, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.10030423297223, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.06345986463657, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 508.02660910571495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.98975195370593, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.95305687146094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.9176263058319, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.88218994256357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.8467477797688, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.811299816322, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.77584604970224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.74038647906974, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.70492110222125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.6694499174776, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.6339729231831, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.5984901175814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.5630014989751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.52750706593423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.49200681642816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.4565007487381, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.4209888612732, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.38547115229983, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.3499476201949, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.31441826293184, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.2788830794258, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.2429185757231, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.2059247180556, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.1689244231751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.1319176895041, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.0949045145185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.05788489689286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507.020858834268, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.9838263247243, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.94678736642044, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.90974195724374, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.8726900951177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.83563177830735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.798567004653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.7614957721167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.7244180790961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.68733392348474, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.6502433026948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.61448946941005, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.57883751007137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.5431796876095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.507516000949, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.4718464481402, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.4361710272088, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.400489736904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.36480257523397, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.3291095404545, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.29341063093455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.25770584489885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.22199518067845, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.1862786362567, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.15055621026795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.11482790064895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.0790937060147, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.0433536242328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 506.00760765396143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.9718557932755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.9357097800422, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.898487383049, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.86125847840145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.82402306426644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.7867811386241, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.7495326994755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.71227774491894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.6750162722895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.6377482805523, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.6004737671648, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.5631927303284, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.52590516780646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.48861107795517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.4513104582078, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.41400330717477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.3766896222921, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.33936940209327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.3033880189965, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.26751811824226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.2316422907028, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.19576053461805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.1598728480667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.1239792294565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.08807967657145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.05217418844137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 505.0162627624695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.98034539750904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.94442209139004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.90849284257956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.8725576497348, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.83661651012295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.8006694229592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.7647163856458, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.7287573969117, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.6927924552882, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.6568215581971, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.62022152547627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.58276804343984, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.5453079818582, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.5078413396353, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.4703681139276, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.43288830357665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.39540190597586, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.35790891906584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.3204093409861, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.2829031698295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.24539040330416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.207871039582, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.17034507662544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.13281251196764, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.0952733442525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.0577275710741, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 504.0203197905538, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.98423556317414, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.94814534564387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.91204913599347, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.87594693260644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.8398387335535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.803724537158, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.7676043417921, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.73147814534383, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.6953459463629, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.6592077426672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.62306353299675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.5869133151621, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.5507570874696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.51459484812943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.47842659560655, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.44225232777876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.40607204311954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.36988573987117, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.33369341604555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.2963616027286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.25867445418083, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.2209806540659, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.1832802005078, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.14513620854, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.1068768505379, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.068610597156, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 503.0303374459025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.9920573945471, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.95377044156515, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.9154765840435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.877175820393, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.8388681481252, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.8005769029787, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.7641287748512, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.7276745313339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.69121417060273, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.6547476911545, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.61827509086595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.5817963678969, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.54531152060883, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.5088205469581, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.4723234452466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.43582021358594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.39931085031634, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.3627953534888, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.3262737210037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.2897459515254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.25321204283046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.2151875589164, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.1767605138631, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.1383265200815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.09988557570193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.0614376784642, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 502.02298282627663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.9845210167566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.9460522480517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.9075765173978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.8690938234997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.83060416346035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.79210753540326, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.7536039370179, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.7167330303367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.6801008702176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.64346253972013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.6068180374384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.5701673611899, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.5335105095305, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.4968474800955, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.460178271293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.42350288149004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.38682130845285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.35013355063717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.3134396058597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.2767394726475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.24003314913824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.2033206329627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.16518739068465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.1265703238194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.0879462487197, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.04931516264867, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 501.01067706396077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.9720319499594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.93337981886833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.89491046654416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.85679404703035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.81867084256237, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.7805408509945, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.7424040701553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.70426049763563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.66611013204096, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.62858246736926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.5919255479102, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.5552624683728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.5185932267765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.48191782163644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.44523625059844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.40854851193603, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.37185460430555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.3351545252382, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.29844827307664, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.26173584630624, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.2250172425828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.18829246028974, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.1515614980026, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.1148243531998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.07808102450787, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.04133150967226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 500.00457580708826, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.96781391497245, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.93024915221247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.8919601209079, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.8536642506126, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.81536153909497, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.7770519838287, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.73873558352795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.7004123353391, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.6620822375805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.62374528789456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.5854014844504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.54705082480143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.50869330669997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.4703289284167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.4319576875629, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.39357958189936, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.35519460948876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.3172635492102, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.28038391870933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.2434980613591, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.206605975908, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.169707660172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.1328031122863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.09589233045057, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.05897531261724, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 499.0220520573871, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.98512256233323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.9481868257515, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.9112448462138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.87429662091705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.8373421490979, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.8003814282036, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.76341445632573, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.726441232159, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.689461753271, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.6524760178439, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.6146146279065, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.57608945341065, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.5375573658967, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.4990183632717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.460472443476, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.42191960381405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.383359842815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.344793157841, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.3062195471725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.2676390083901, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.2290515390987, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.190457137502, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.1518558014659, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.1132475285776, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.0746323166146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498.03601016371874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.9979450959509, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.9608403663405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.9237293426139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.88661202346736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.84948840630216, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.81235849009073, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.7752222723926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.7380797513272, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.70093092534074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.6637757922485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.6266143501233, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.5894465973236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.5522725318756, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.5150921514342, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.47790545493314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.44071243992744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.4035131047965, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.3663074475035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.32909546605606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.29065954396464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.2518956314404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.2131247310833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.17434684075437, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.1355619578157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.0967700804757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.0579712068421, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 497.01916533398395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.98035246022386, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.94153258300895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.90270570052434, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.8638718105637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.82503091069896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.78618299888024, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.74732807298784, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.70846613053203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.6705415528751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.6332093041973, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.59587069369195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.55852571911066, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.52117437885784, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.48381667086034, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.4464525930953, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.4090821439973, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.37170532143165, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.3343221232512, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.2969325482278, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.2595365935406, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.2221342580495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.18472553953126, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.1473104360137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.1098889454827, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.0724610663833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496.03502679636955, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.99729075651805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.95829253782927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.9189499177698, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.8793642775552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.839771319408, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.8001710410604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.76056344021873, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.7209485142679, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.681326261236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.6416966785234, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.60205976435225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.562415515674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.5227639305891, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.48320024666043, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.44549497725995, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.407783215033, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.3700649581108, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.3323402047192, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.29460895287133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.25687120059257, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.2191269457186, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.18137618635325, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.1436189206228, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.10585514647477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.068084862194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 495.03030806536043, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.9925247543062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.954734927207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.91585810207846, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.8760868829423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.8363082863475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.79652231034646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.7567289521247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.71692820981025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.6771200806279, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.6373045627453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.5974816531537, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.55765135030987, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.51781365079506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.47796855333917, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.43811605484126, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.39974112081137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.36184709444495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.32394651831453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.2860393906159, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.24812570923325, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.21020547229926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.1722786777079, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.1343453233454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.09640540763905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.05845892837124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 494.0205058835734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.9825462710777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.94458008913654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.90660733570104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.86793573167427, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.82796995434956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.7879967373086, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.74801607831427, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.70802797485857, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.668032424664, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.62802942569806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.58848856480256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.54904860311126, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.50960143958844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.47014707335785, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.4306855011541, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.39121672122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.35174073117685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.31225752849485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.2742616297737, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.23634095070014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.1984137328112, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.16047997374216, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.1225396718587, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.0845928253683, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.0466394317329, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 493.0086794892295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.97071299594353, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.93273995000914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.8947603492595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.8567741916419, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.81878147553596, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.7807821985859, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.7427763587964, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.7047639544268, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.6667449831899, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.6287194434592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.58918583891125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.54956244915024, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.5099318001663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.47029388990643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.4306487153208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.39099627466976, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.35133656577574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.31166958605223, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.27199533328206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.2323138052256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.19262499957017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.15292891396206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.11322554623905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.0735148937383, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 492.03379695449644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.9940717263774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.9557287411293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.9175783403214, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.8794213311365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.8412577116484, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.80308748000476, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.76491063385896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.7267271711673, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.6885370901466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.6503403886996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.61213706495647, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.57392711692233, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.53571054251, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.4974873392774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.45925750595967, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.42102104009524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.3827779397857, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.3445282030306, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.3062310924959, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.266371480132, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.22650453359483, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.1866302504057, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.14674862799615, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.106859664835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.0669633576411, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 491.02705970491337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.9871487039591, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.947230352354, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.9073046478859, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.8673715883474, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.8274311711678, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.787483394258, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.74752825496694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.7075657515499, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.6675958812017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.6291795398573, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.5907969911162, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.55240776413393, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.5140118561313, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.47560926535084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.4371999899319, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.39878402764435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.3603613765035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.3219320348259, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.2834959998036, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.2450532699386, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.2066038429988, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.1681477171765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.12968489050417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.0912153604236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.05273912556527, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 490.0142561832834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.9753229472218, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.93521721923224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.8951040789737, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.85498352369126, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.81485555087204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.7747201584507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.7345773442938, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.69442710561935, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.65426944011597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.61410434567796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.57393181974965, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.5337518601697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.49356446428413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.4533696302088, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.4131673550184, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.37295763688076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.3331399865943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.29452958037007, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.255912426455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.2172885224468, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.17865786648844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.14002045650574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.10137629044476, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.06272536626324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 489.02406768180225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.9854032349938, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.9467320237774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.9080540464457, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.8693693006904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.8306777842322, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.79197949522506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.75327443181527, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.7144155496922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.6752340375433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.6342849208971, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.59332804575877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.5523634097852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.51139101052297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.47041084557475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.4294229124431, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.3884272083823, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.34742373115535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.3064124781845, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.2653934466915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.22436663467414, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.1833320392173, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.143223159136, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.1042244258232, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.06521880606255, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 488.0262062983361, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.9871868999605, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.9481606088954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.909127423568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.87008734108406, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.8310403599761, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.7919864776388, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.75292569242475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.7138580019852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.6747834042843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.63570189697765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.5952850889435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.5541311558441, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.51296939813204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.47179981314304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.43062239818886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.3894371513517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.34824406972405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.3070431506787, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.2658343917484, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.22461779027134, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.1833933441937, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.1421610506646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.100920906959, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.06168565430636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 487.02249375122585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.98329490296754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.9440891073162, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.9048763620055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.86565666494624, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.82643001378983, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.7871964068438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.7479558417906, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.7087083162646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.66945382809627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.6301923760015, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.5909239568709, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.55111426070476, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.5097616098378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.4684010695999, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.4270326372731, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.3856563111125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.3447203422378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.30393493680975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.2631419016633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.222341234275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.1815329317755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.1407169922301, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.0998934131245, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.05906219175023, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 486.0182233261638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.9773768133482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.93732817412547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.8981146328929, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.8588941601515, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.8196667532303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.780432410236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.7411911296266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.70194290838384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.6626877449441, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.62342563710286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.5841565825796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.5448805794569, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.5055976254645, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.4663077187307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.4270108566713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.3877070373706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.3483962586713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.3090785185428, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.2691901336312, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.22820245339335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.1872070782276, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.14620400565946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.1051932335124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.06417475859377, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 485.0231485792348, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.98211469261616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.9410730960381, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.90002378734175, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.858966764226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.81790202382723, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.77682956408967, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.7357493821123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.69466147576696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.65356584229886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.61316139369717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.5737114154381, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.5342544333402, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.49479044479756, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.4553194478594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.4158414400691, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.37635642008394, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.3368643848966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.29736533282147, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.2578592614617, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.21834616909246, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.1788260528418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.139298911431, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.0997647418056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.0602235423803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 484.02067531084055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.9811200451074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.9408617034419, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.89962338458946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.85837728994755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.8171234176283, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.77586176422693, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.73459232823063, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.6933151061653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.6520300962478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.6107372958128, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.56943670241, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.52812831367663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.48681212635626, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.44548813869176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.40415634807954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.3628167518334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.3214693476323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.2809858219274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.24129695056433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.20160100169153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.16189797340735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.1221878632353, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.0824706692615, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.0427463887889, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 483.0030150201182, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.96327656104705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.9235310095042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.88377836273804, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.84401861919054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.80425177635914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.7644778320858, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.7246967840593, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.68490863026636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.6451133685322, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.60419991000964, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.56270828231493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.52120879732803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.47970145241675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.438186245365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.3966631733848, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.3551322339683, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.31359342466584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.27204674266346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.2304921858501, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.18892975144814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.1473594372079, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.1057812403044, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.06419515811, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 482.02260118830554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.98099932826693, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.9407184696211, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.9007882174891, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.860850813638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.82090625580315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.7809545420357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.740995669898, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.7010296373036, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.66105644195267, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.62107608175563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.58105817761816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.5408762037203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.50068697896893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.46049050085054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.4202867678851, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.3800757768172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.33869626101404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.2963319859278, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.2539594891067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.2115787680811, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.1691898199054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.1267926423734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.08438723224884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 481.0419735868955, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.9995517039296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.9571215803644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.9146832139235, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.87223660155576, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.82978174082314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.7894349172101, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.749108045936, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.70877387866324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.66843241411897, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.6280836490604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.58772758145057, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.54736420916544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.506993529734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.4666155410319, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.42623024078034, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.3858376265345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.3454376962288, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.3050304477236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.26281985132584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.2202465672981, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.1776649929118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.135075125526, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.0924769623601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.04987050094377, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 480.0072557378836, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479.9646326713253, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479.92200129814853, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479.8793616153433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479.83671362077564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479.7940573111526, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479.7520267608805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479.7115100310816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479.67098594676435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479.6304545057202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479.58991570562387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479.5493695437823, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479.5088160180836, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479.46825512651355, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479.42768686688333, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479.3871112362825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479.34652823298273, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479.30593785424793, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479.2653400982201, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479.2242370984139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479.18146137818707, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479.13916181594846, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479.0970055938818, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479.0548412991591, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479.01266892910843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.9704884810166, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.9282999525486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.8861033408686, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.8438986433016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.8016858575081, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.75946498083954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.71723601053776, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.6749989438913, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.63275377857167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.59050051166497, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.54966111057036, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.5091138615681, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.468559270161, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.4279973342119, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.3874280519731, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.3468514203878, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.3062674373966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.26567610111863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.2250774088282, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.1844713581824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.14385794727457, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.1032371734311, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.06260903512486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 478.0219735292176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.9813306538323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.9406804062563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.8991730792418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.8567781757649, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.8143751217645, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.77196391475064, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.72954455219343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.68711703151087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.6446813495536, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.60223750428895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.55978549279394, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.51732531212997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.4748569600906, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.4323804337441, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.3898957309514, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.3474028482024, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.30490178359804, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.262392533996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.22113965325514, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.1803494650616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.1395518594674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.09874683367633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.0579343859359, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 477.01711451349365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.97628721470164, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.93545248646274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.89461032727775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.8537607340357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.81290370466553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.7720392372808, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.7311673292838, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.69028797822466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.64940118208483, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.6085069382239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.56667686733755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.52402448379826, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.48136386540017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.43869501039717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.3960179154852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.3533325783302, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.3106389960558, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.2679371661114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.2252270857767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.18250875241495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.13978216326075, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.0970473155695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.05430420659945, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 476.0115528340129, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475.9687931949077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475.9260252865902, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475.8846376125404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475.84360200596296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475.80255890536637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475.7615083084412, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475.7204502130568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475.67938461681314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475.63831151754414, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475.59723091281785, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475.5561428001244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475.5150471771153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475.47394404183285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475.43283339169136, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475.39171522402455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475.35058953710325, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475.30945632821084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475.26831559499, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475.2258757606901, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475.1829632013465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475.1400423223882, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475.0971131215967, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475.05417559572413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 475.0112297421842, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474.968275559085, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474.9253130427187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474.8823421904551, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474.839362999982, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474.7963754684276, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474.7533795931366, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474.7103753714576, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474.6673628003793, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474.6243418771685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474.5813497128552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474.54007374563565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474.4987902098344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474.45745023539314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474.4159541187208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474.37445034151796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474.3329389010417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474.29141979529965, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474.24989302193956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474.20835857812114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474.1668164614514, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474.1252666699932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474.08370920073787, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 474.04214405171416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.99871185536324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.9548976126642, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.91107466701504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.86724301605705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.82340265617296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.7795535848955, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.7356957994712, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.69182929656466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.64795407378944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.60407012762954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.56017745575923, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.51627605503415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.4732776943445, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.4315977365585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.38991006061156, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.3482146642227, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.3065115444041, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.26480069924986, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.2230821260357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.18135582244656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.1396217859026, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.0978800142874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.05613050492667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 473.01437325540405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472.97260826327533, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472.928855092806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472.8848281321081, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472.84079239804197, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472.7967478873753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472.75269459708016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472.70863252462567, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472.66456166674885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472.6204820204797, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472.57639358326065, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472.5322963519428, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472.48819032339185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472.44407549521884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472.40101382467617, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472.35913310287174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472.31724459962095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472.275348312309, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472.2334442389568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472.19153237723657, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472.1496127240034, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472.107685277468, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472.0657500347287, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472.02380699357343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471.98196329366556, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471.9402042838122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471.8984375540046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471.8559866291127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471.8124124181435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471.76882966985943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471.7252383826962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471.6816385527716, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471.63803017831094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471.59441325576654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471.55078778239215, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471.5071537558716, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471.463511173044, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471.4198600312159, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471.376200327124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471.3325320586376, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471.2888552229967, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471.24516981684036, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471.20147583727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471.15912275975336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471.11720956572185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471.0752886035332, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 471.03335987099786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470.9914233659669, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470.94947908547226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470.9075270272049, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470.8655671889771, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470.8235995680927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470.78162416223574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470.7396409686412, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470.6976499852441, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470.65565120972565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470.61364463936684, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470.57163027150125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470.5292590813833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470.4854236142117, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470.441579524259, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470.39772680871175, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470.35386546507095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470.3099954899768, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470.266116880755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470.2222296346881, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470.178333748646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470.1344292202132, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470.0905160464388, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470.04659422434224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 470.00266375097243, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469.95872462366947, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469.9147768398264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469.8708203960317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469.82792548084984, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469.78576319130224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469.7435930559421, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469.70141507180824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469.6592292365496, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469.6170355478094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469.5748340028669, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469.53262459960735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469.4904073352766, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469.4481822075174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469.405949213908, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469.3637083517076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469.32145961880565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469.2792030128544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469.23693853035337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469.1943643968673, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469.1502649963405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469.10615688573967, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469.062040062334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 469.01791452339023, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468.97378026591696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468.9296372871517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468.8854855837249, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468.8413251533933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468.7971559931313, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468.7529780999287, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468.7087914708795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468.6645961031637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468.62039199411544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468.5761791404457, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468.5319575397181, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468.4888001046317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468.4463862262263, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468.40396442228536, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468.3615346904935, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468.3190970282753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468.2766514334322, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468.234197903317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468.1917364352482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468.1492670268264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468.1067896757364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468.06430437908557, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 468.02181113478616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.97930993997187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.9368007927393, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.8942836896214, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.8512190916437, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.8068530463569, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.76247820279355, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.7180945583228, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.673702109846, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.6293008541757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.5848907890501, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.5404719108687, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.49604421720466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.4516077051459, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.4071623712824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.36218205251095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.3170267319795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.2718622580591, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.22668862742813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.1833370431204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.140468736768, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.0975923368293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.0547078406533, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 467.01181524550674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466.96891454886503, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466.92600574829936, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466.8830888412075, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466.8401638249772, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466.7972306968865, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466.75428945445566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466.7113400952763, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466.6665674266317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466.6212710806342, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466.57596553377937, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466.5306507826807, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466.4853268243634, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466.43999365549, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466.3946512734438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466.3492996744996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466.30393885615075, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466.2585688151266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466.2131895481546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466.167801051964, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466.1235377629698, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466.0804671610931, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 466.0373884011863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465.99430148079705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465.95120639710785, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465.9081031479265, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465.86499173043154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465.82187214197074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465.7787443801793, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465.73560844221504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465.69246432553103, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465.64931202751217, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465.6048453927979, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465.55933317474216, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465.51381168297314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465.4682809141274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465.42274086511645, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465.37719153273866, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465.33163291412603, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465.28606500602916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465.240487805182, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465.1949013087588, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465.1493055130999, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465.10370041557456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465.05874277262154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 465.015468285626, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464.97218557629833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464.9288946412955, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464.8855954784733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464.8424430637321, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464.79933770224557, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464.7562241969986, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464.71310254555664, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464.6699727449857, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464.6268347933282, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464.583688687587, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464.5405344249358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464.49737200331487, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464.4532191443572, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464.4081707517016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464.36311333389386, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464.31804688807927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464.27297141118663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464.2278869001729, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464.18279335231307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464.13769076393635, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464.0925791331618, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464.04745845572194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 464.0023287294749, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463.9571899510805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463.91204211763585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463.8668852261788, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463.82171927389646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463.77665789165223, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463.7333489700346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463.69003184015554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463.6467064994824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463.6033729451803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463.5600311749659, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463.516681185843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463.47332297566965, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463.42995654157835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463.3865818811592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463.34319899115263, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463.29980786964853, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463.25640851369053, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463.21300092075563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463.16958508822614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463.12569941581586, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463.0803836941263, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463.03505885811313, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 462.98972490496055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 462.944381831257, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 462.8990296342594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 462.85366831100487, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 462.8082978581027, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 462.7629182728677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 462.7175295522236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 462.67213169252415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 462.62672469174527, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 462.5813085461385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 462.5358832529378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 462.490448808946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 462.4450052112819, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 462.4010732353181, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 462.3575011865989, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 462.31392084603107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 462.27033221098674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 462.22673527863003, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 462.18313004657057, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 462.1395165122672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 462.0958946725328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 462.0522645252619, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 462.0086260678995, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461.9649792972166, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461.92132421122653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461.8776608067273, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461.83398908147683, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461.7900885082938, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461.7445027727208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461.6989078327639, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461.65330368525173, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461.6076903271146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461.5620677548856, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461.5164359658859, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461.47079495701763, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461.42514472520463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461.3794852673566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461.33381658023546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461.28813866087114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461.24245150647164, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461.1967551133656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461.1510494792612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461.10533460046133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461.0609446915399, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 461.01711522365275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 460.9732773822409, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 460.9294311642224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 460.88557656713886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 460.8417135881961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 460.7978422244991, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 460.753962474121, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 460.7100743336961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 460.6661778007017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 460.62227287223254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 460.57835954636414, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 460.534437819752, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 460.49050768978344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 460.4463054220319, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 460.40044695521505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 460.3542953976716, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 460.30769499774533, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 460.26108495259433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 460.21446525975824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 460.16783591508613, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 460.1211969161335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 460.07454825877204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 460.02788994049234, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 459.9812219574014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 459.93454430676854, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 459.8878569847667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 459.8426071304021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 459.79832329366536, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 459.7540309109395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 459.70972997996535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 459.66542049731737, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 459.62110246073763, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 459.57677586780267, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 459.53244071503724, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 459.4880970000482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 459.44374471996696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 459.39938387214534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 459.3546236333336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 459.30781617449776, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 459.2609990003052, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 459.2141721071319, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 459.1673354920345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 459.120489151445, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 459.0736330822791, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 459.0267672808124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458.97989174444956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458.9330064691558, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458.88611145218067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458.8392066899007, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458.79229349791495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458.74780477376686, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458.70330743773246, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458.6588014874769, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458.6142869201623, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458.56976373326546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458.525231923378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458.4806914881865, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458.4361424249252, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458.39158473051316, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458.34701840244145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458.30244343795806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458.2562930754079, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458.2092574282213, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458.1622119878472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458.1151567506732, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458.06809171337807, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 458.02101687288865, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457.973932225568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457.92683776800123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457.87973349746113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457.83261940996596, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457.78553443721836, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457.739130239823, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457.6928889600093, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457.6484064360066, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457.6039153295321, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457.55941563830777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457.51490735867674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457.4703904885542, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457.425865025042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457.38133096537786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457.3367883067649, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457.2922370464099, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457.2476771818893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457.2031087097938, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457.1585316278424, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457.11394593328765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457.0693516232324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 457.02307333494434, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456.9765123228955, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456.9299417784005, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456.8833616982123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456.8367720793516, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456.79017291855206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456.7435642121986, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456.6969459577054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456.65031815175024, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456.60368079103677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456.55703387217994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456.51037739210045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456.46371134772613, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456.4170357354618, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456.37035055232536, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456.3247472378592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456.2799983351716, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456.2352407645196, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456.1904745235798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456.1456996087266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456.1009160180922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456.05612374847453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 456.01132279717285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 455.96651316092203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 455.92169483757067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 455.87686782436595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 455.832032118174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 455.7871877159796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 455.74233461547317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 455.69658692325146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 455.64975294116596, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 455.6029093346702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 455.5560561004938, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 455.50919323534595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 455.46232073557417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 455.41543859870103, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 455.3685468208505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 455.32164539928704, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 455.27473433042144, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 455.2278136109296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 455.1808832378131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 455.13394320753594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 455.0869935170629, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 455.0400341632399, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 454.9934099596562, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 454.9484007932058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 454.90338287558194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 454.85835620341584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 454.8133207742581, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 454.7682765848325, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 454.7232236333307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 454.67816191590646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 454.6330914303735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 454.5880121734769, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 454.5429241424887, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 454.49782733483926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 454.452721747248, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 454.40760737775616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 454.36211004433295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 454.3150004111063, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 454.2678810598429, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 454.22075198760723, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 454.1736131906387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 454.1264646662638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 454.0793064109641, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 454.03213842171505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 453.984960694852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 453.9377732271127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 453.89057601535546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 453.8433690563076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 453.796152346688, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 453.74892588288765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 453.70168966207257, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 453.65444368078596, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 453.6090493864778, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 453.5637686245435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 453.51847902365444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 453.47318058114115, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 453.4278732939589, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 453.3825571594346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 453.33703642525046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 453.2914727679202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 453.24590015158833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 453.2003185733809, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 453.1547280303827, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 453.10912851966697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 453.0617626641663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 453.0136270732495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452.9654813092833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452.91732536918107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452.869159249257, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452.8209829461764, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452.77279645585986, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452.72459977530116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452.67639290097856, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452.62817582923634, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452.5799485570068, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452.53171108014163, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452.48511784545707, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452.4393845755135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452.39364229170263, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452.34789099107735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452.30213067062465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452.25636132771774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452.2105829585641, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452.164795561188, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452.11899913275556, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452.0731936693168, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 452.02737916890294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 451.97962035186225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 451.93125587340563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 451.8828811429606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 451.83449615715574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 451.7861009125916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 451.73769540552695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 451.68927963270147, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 451.6408535905685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 451.59241727537716, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 451.54397068375135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 451.49551381205305, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 451.447046656801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 451.4004417502356, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 451.3544924679462, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 451.30853410160904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 451.2625666485278, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 451.21659010521006, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 451.17060446928014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 451.1246097374061, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 451.0786059069486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 451.0325929743412, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 450.98657093719567, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 450.9405397924507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 450.89215541580563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 450.8435602357731, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 450.7949547243271, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 450.7464845233135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 450.69861999580843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 450.65074549409735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 450.6028610149236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 450.5549665548346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 450.50706211020076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 450.45914767791663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 450.41122325450874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 450.36328883673747, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 450.3153444204226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 450.2673900036146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 450.2209166858228, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 450.1749649569934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 450.129004172561, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 450.08303432970337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 450.0370554255137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449.99106745654836, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449.94507042076145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449.89906431425095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449.8530491350661, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449.8070248794604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449.76099154490936, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449.71494912825756, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449.66889762644075, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449.62245137590395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449.5743513376618, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449.52624124530496, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449.47812109440883, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449.4299908828042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449.38185060594793, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449.3337002610667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449.28553984430573, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449.2373693526442, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449.1891887827745, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449.1409981306211, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449.09279739329713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 449.04458656745874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448.99636564882894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448.9481346353375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448.90000223429956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448.85378781787335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448.80756426082326, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448.7613315600499, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448.71508971273914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448.66883871559946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448.6225785657111, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448.57630926083993, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448.5300307970165, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448.483743171537, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448.43744638203754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448.39114042486597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448.3448252971274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448.29850099597223, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448.25089438136007, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448.202506183172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448.15410783240685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448.10569932507667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448.0572806579586, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 448.0088518277238, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447.96041283049357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447.91196366302097, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447.8635043221357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447.8150348039298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447.7665551053398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447.7180652224261, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447.66956515201343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447.621054890625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447.57253443485683, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447.525053022663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447.4785642372347, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447.43206622263085, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447.3855589748531, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447.3390424911951, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447.29251676861054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447.24598180438636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447.1994375953653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447.15288413850436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447.1063214306882, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447.0597494691663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 447.01316825082233, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 446.96657777220696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 446.9195731566955, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 446.8709041851946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 446.8222249646858, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 446.77353549182556, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 446.7248357629056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 446.6761257746744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 446.62740552328813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 446.5786750054997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 446.5299342176894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 446.4811831563803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 446.43242181812275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 446.38297025945167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 446.33339962007847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 446.283818308667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 446.23450534795603, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 446.187516607201, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 446.1405184426986, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 446.0935108518553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 446.046493831003, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445.9994673777087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445.9524314883525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445.9053861598017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445.85833138973805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445.8112671740989, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445.7641935103138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445.7153687164777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445.66565438333987, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445.6159293284111, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445.56619354781645, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445.51644703781835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445.46668979478477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445.41692181471734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445.3671430941802, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445.3173536294041, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445.2675534167917, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445.21774245225566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445.16792073211167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445.1200742178531, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445.0728597324447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 445.02563574946777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444.97840226648503, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444.9311592793438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444.8839067853849, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444.8366447816978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444.78937326506207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444.7420922320568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444.69480168001587, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444.64648756815143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444.59654254813273, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444.5465867255657, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444.49662009716076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444.44664265885257, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444.39665440684286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444.3466553374762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444.29664544683015, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444.2466247313715, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444.19659318722864, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444.14655081060613, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444.0964975977201, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444.04773352207474, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 444.0003011070199, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 443.9528591231, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 443.90540756705417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 443.8579464359299, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 443.81047572670417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 443.7629954358658, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 443.71571842215036, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 443.6684629393104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 443.62119797684267, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 443.5739235319568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 443.5261659513776, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 443.47677372135934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 443.4273709940625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 443.37795776598125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 443.3285340331177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 443.27909979231777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 443.22965503929595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 443.1801997712908, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 443.13073398443595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 443.081257674755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 443.03177083873334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 442.98227347336194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 442.9327655741265, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 442.8832471382584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 442.8337181616895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 442.78466088563476, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 442.73721647981654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 442.6897625322953, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 442.6422990400994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 442.59482600076495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 442.547343410612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 442.49985126631816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 442.45234956526997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 442.4048383040442, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 442.35731747938576, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 442.3097870885582, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 442.2622471283273, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 442.2146975951331, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 442.16643635987856, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 442.11675368355185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 442.06706040935296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 442.0173565345825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 441.9676420547716, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 441.91791696675404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 441.8681812666502, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 441.8184349511842, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 441.76867801630783, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 441.7189104585077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 441.6691322741527, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 441.6193434596869, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 441.56954401138165, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 441.5197339256338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 441.46991319865464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 441.42084768375867, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 441.37312659470024, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 441.32539587399293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 441.2776555183314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 441.22990552402956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 441.1821458888504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 441.13437660839685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 441.08659768058396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 441.0388091016418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 440.99101086891585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 440.94320297873054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 440.8953854283241, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 440.8475582139659, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 440.79849528598174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 440.74851935236615, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 440.6985327197662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 440.6485353850944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 440.59852734446935, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 440.5485085942414, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 440.4984791309447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 440.4484389504149, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 440.39838804896345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 440.3483264236058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 440.2982540697855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 440.2481709841779, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 440.19807716344053, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 440.1479726034085, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 440.097857300586, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 440.0490780280812, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 440.00107764564945, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 439.9530675397378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 439.90504770677103, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 439.85701814378456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 439.8089788479898, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 439.76092981552614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 439.7128710439599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 439.66480252925265, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 439.61672426885707, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 439.56863625919266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 439.5204977174522, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 439.4715710328773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 439.4204880630497, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 439.36939389053936, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 439.31828851088943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 439.26717192059704, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 439.2160441152603, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 439.1649050912278, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 439.113754844792, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 439.062593371286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 439.011420667584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 438.96023672911906, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 438.9090415524595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 438.8589711275604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 438.8104736660872, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 438.76196628484274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 438.7134489800755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 438.66492174831546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 438.61638458639607, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 438.56783749114163, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 438.5192804593254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 438.4707134872657, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 438.42213657246737, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 438.37225675315665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 438.3209325393425, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 438.2695970377168, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 438.21825024387977, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 438.16689215437793, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 438.11552276548576, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 438.06414207257455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 438.0127500720733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 437.96134676003055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 437.9099321319443, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 437.8585061844774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 437.8070689136525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 437.75753189407476, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 437.70880688748167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 437.66007188565834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 437.6113268852663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 437.5625718826698, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 437.51380687438046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 437.46503185778056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 437.4162468289928, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 437.36745178470477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 437.31864672188, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 437.26757336437436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 437.21600604109085, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 437.1644273445491, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 437.11283727036226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 437.0612358144611, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 437.0096229734255, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 436.9579987426194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 436.90636311856144, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 436.8547160970423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 436.80305767391025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 436.75207947214227, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 436.7012272680481, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 436.6516662754875, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 436.6029680935524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 436.5542599580211, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 436.5055418661306, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 436.45681381467153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 436.40807580020413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 436.35932781969393, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 436.31056986975636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 436.2618019466209, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 436.21302404788366, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 436.16423616950846, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 436.11543830865406, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 436.06616039180597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 436.0151586859278, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 435.9641459259925, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 435.91312210809144, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 435.8620872283326, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 435.81104128275445, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 435.75998426808405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 435.7089161800823, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 435.65783701475874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 435.60674676863323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 435.5556454373806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 435.50453301805845, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 435.4534095059134, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 435.40227489769836, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 435.35112918928826, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 435.3008146061877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 435.2518379298131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 435.2028512089108, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 435.15385443912857, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 435.10484761831947, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 435.05583074201024, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 435.00680380785496, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 434.95776681228733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 434.9087197513083, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 434.8596626226505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 434.81059542211, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 434.76151814668816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 434.712191818293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 434.66089518120026, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 434.6095873875662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 434.5582684330241, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 434.506938314465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 434.4555970268172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 434.40424456765163, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 434.35288093222067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 434.30150611666056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 434.25012011734054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 434.1987229304691, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 434.14731455172455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 434.0958949776862, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 434.04446420406146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 433.9930222270711, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 433.94223887081824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 433.8929811458537, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 433.84371328328797, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 433.7944352793399, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 433.7451471305847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 433.6958488343904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 433.64654038647365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 433.5972217841511, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 433.54789302378214, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 433.49855410193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 433.44920501541577, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 433.399845761241, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 433.3501783190118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 433.2985839711642, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 433.24697836260316, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 433.1953614893312, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 433.143733348009, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 433.0920939345148, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 433.0404432449049, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 432.98878127523545, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 432.9371080214345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 432.8854234800202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 432.8337276464855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 432.7820205173021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 432.7303020888195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 432.67857235624547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 432.62640297211914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 432.57547101733945, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 432.52566467261494, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 432.475847972806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 432.42602091446713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 432.37618349444693, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 432.3263357085168, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 432.27647755401074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 432.2266090269519, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 432.17673012435984, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 432.1266655182246, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 432.07394559349825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 432.02121388497875, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 431.9684703888656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 431.9157151009189, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 431.8629480172346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 431.81016913339937, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 431.75737844517204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 431.70457594810387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 431.65176163890226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 431.59893551289383, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 431.54609756573944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 431.4943915714586, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 431.4443582267689, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 431.39431445140144, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 431.3442602419612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 431.2941955948399, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 431.2441205065538, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 431.1940349735482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 431.1439389924111, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 431.0938325597379, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 431.04371567195136, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 430.99093423389564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 430.9379603202595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 430.8849745332544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 430.8319768686496, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 430.7789673216867, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 430.7259458889363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 430.6729125653251, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 430.61986734714145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 430.5668102303859, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 430.51374121014413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 430.4606602827581, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 430.4084051767859, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 430.3581431921309, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 430.30787070028873, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 430.25758769813643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 430.2072941817384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 430.15699014806125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 430.1066755932759, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 430.056350513978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 430.0060149066778, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 429.9556687680495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 429.90277131545673, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 429.8502669418757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 429.7978998510248, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 429.7455212294571, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 429.6931310734523, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 429.6407293788764, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 429.5883161412224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 429.53589135681113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 429.48345502140785, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 429.43100713169787, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 429.3785476826578, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 429.32607667079395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 429.273594092047, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 429.2210999423021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 429.1696834460332, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 429.11942904420926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 429.0691641736912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 429.018888831666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 428.9686030141336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 428.9183067177343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 428.8679999391551, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 428.81768267480487, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 428.76735492061385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 428.71701667427226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 428.66666793148465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 428.616308688714, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 428.56435944149723, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 428.5117077782241, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 428.4590444847671, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 428.4063695567127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 428.35368299009104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 428.30098478050553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 428.2482749244612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 428.19555341759417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 428.1428202557289, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 428.0900754349704, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 428.0373189511785, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 427.9845508004331, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 427.93177097801004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 427.87897948069116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 427.82624641019225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 427.7757097602452, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 427.72516254823296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 427.67460477014845, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 427.6240364225612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 427.5734575025368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 427.5228680056034, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 427.47226792874045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 427.4216572688975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 427.37103602151115, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 427.32040418400055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 427.26976175215293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 427.21831362889554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 427.1653631580717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 427.1124009514737, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 427.0594270059032, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 427.00644131623176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 426.9534438790924, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 426.9004346902417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 426.8474137451761, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 426.7943810402161, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 426.74133657083934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 426.6882803332922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 426.6352123232983, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 426.58213253698403, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 426.5290409699508, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 426.47593761755667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 426.4244482835033, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 426.37361621219077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 426.3227734800174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 426.2719200837602, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 426.2210560193108, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 426.17018128349343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 426.1192958723989, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 426.0683997829573, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 426.0174930112684, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 425.9665755539679, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 425.91564740703745, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 425.8644142607822, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 425.810588469349, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 425.7564344971348, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 425.7022682282862, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 425.6480896584402, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 425.59389878298686, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 425.5396955979662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 425.48548009856813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 425.4312522804358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 425.37701213945644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 425.3227596709478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 425.26849487097775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 425.2156366122307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 425.16427076673966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 425.1128940438711, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 425.061506440151, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 425.0101079519267, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424.95869857548854, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424.90727830717896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424.8558471435706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424.80440508049537, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424.75175843366543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424.6973639746601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424.6429571328039, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424.58853790362815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424.5341062832379, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424.4796622664174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424.4252058494385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424.370737027447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424.3162557963909, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424.2617621513176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424.2072560881585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424.15273760247186, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424.10080005180197, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 424.0491958689499, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423.9975807286933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423.9459546276895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423.89431756173724, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423.84266952743775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423.79101052140464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423.7393405393025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423.6876595779395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423.6334131255388, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423.5787639889182, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423.52410237840525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423.46942828963523, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423.4147417175829, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423.36004265869923, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423.3053311077492, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423.2506070605112, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423.1958705124678, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423.1411214591162, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423.08635989617324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 423.0326454930217, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 422.9809847033611, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 422.9294208365538, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 422.8778460645192, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 422.8262603834837, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 422.7746637900946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 422.72305627976885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 422.67143785002, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 422.6198084964436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 422.5681682156559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 422.516517003793, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 422.4642901644846, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 422.4102733886437, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 422.35624450165506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 422.3022034989547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 422.2481503763743, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 422.1940851301093, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 422.1400077551681, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 422.0859182477595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 422.0318166034161, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 421.9777028178675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 421.9235768869654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 421.86943880638347, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 421.8152885716762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 421.7611261791913, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 421.7069516237796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 421.6544481647402, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 421.6026013567429, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 421.5507435481628, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 421.4988747360671, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 421.446994916442, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 421.39510408564126, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 421.34320223989573, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 421.29128937540355, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 421.23936548871893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 421.1874305757948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 421.13548463359336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 421.08234691663773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 421.0280187919102, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 420.97367844589655, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 420.91932587400333, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 420.8649610717821, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 420.8105840358414, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 420.7561947613129, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 420.70179324342485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 420.64737947846044, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 420.59295346220205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 420.53851518983413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 420.4840646574411, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 420.42960186057127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 420.3751267946843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 420.3206424746888, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 420.26851028276747, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 420.21636699489045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 420.1642126074869, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 420.1120471168918, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 420.0598705191735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 420.00768281035226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 419.95548398686503, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 419.90327404524345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 419.85105298170026, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 419.79882079232897, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 419.7465774736771, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 419.69222255976695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 419.6375802135457, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 419.5829255344103, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 419.5282585187118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 419.4735791614495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 419.4188874585055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 419.3641834057644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 419.3094669983489, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 419.2547382322124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 419.19999710291194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 419.1452436061885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 419.09047773751627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 419.03535527748033, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 418.97963891755387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 418.9263978198467, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 418.87367663096546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 418.8209441073431, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 418.76820024570054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 418.7154450415972, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 418.6626784917387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 418.6099005919304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 418.55711133835473, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 418.5039471627464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 418.4481083445708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 418.39225662182406, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 418.3363919905256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 418.2805144456876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 418.22462398259137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 418.16872059685437, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 418.11280428353365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 418.05687503853414, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 418.00093285650445, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 417.94497773309314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 417.8890096636658, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 417.835187776733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 417.78222973790497, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 417.72926028443356, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 417.6762794126513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 417.6232871184555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 417.5702833980336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 417.51726824750887, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 417.4642416631339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 417.4109968773207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 417.354905448414, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 417.29880102393764, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 417.24268359947615, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 417.1865531704195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 417.1304097319548, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 417.07425327947533, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 417.0180838080514, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 416.9619013135102, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 416.90570579035784, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 416.8494972349472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 416.79327564207944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 416.73910113753175, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 416.68590459382136, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 416.63269655512, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 416.5794770171057, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 416.5262459754962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 416.4730034274775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 416.4197493681103, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 416.3664837943707, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 416.3129255843588, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 416.25657972280993, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 416.2002207738134, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 416.14475799427834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 416.08930606629156, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 416.03384151831756, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 415.97836434580285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 415.92287454441475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 415.8673721091316, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 415.81185703579075, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 415.7563293200385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 415.70078895736265, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 415.64523594291086, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 415.589670272734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 415.534737364749, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 415.4815722209529, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 415.42839563356426, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 415.37520759903856, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 415.3220081129871, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 415.26879717198176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 415.215574772095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 415.1623409095739, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 415.10909558049025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 415.0558387805832, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 415.00257050646076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 414.9480731521414, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 414.8923475013302, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 414.8366091325812, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 414.78085804153653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 414.7250942241746, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 414.66931767553086, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 414.6135283913608, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 414.55772636668166, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 414.5019115974216, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 414.4460840790203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 414.3902438066942, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 414.3343907761751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 414.2785249830735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 414.2226464222223, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 414.16709805187435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 414.1136361140834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 414.06016263250405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 414.00667760345897, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413.9531810231219, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413.8996728873179, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413.8461531924801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413.7926219341712, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413.7390791089148, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413.68552471282015, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413.63195874199744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413.5772310045211, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413.5211910143572, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413.4651381945678, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413.40907254058493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413.35299404772616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413.2969027117656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413.2407985277282, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413.1846814912935, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413.1285515982052, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413.0724088430394, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 413.01625322210026, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412.9600847303329, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412.90390336312294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412.8477091164252, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412.79183490288733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412.73807359116006, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412.6843006344783, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412.6305160291131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412.57671977119776, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412.5229118564962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412.46909228144375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412.41526104191996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412.36141813391197, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412.3074210876236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412.2532523343942, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412.1960676896499, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412.1387489718871, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412.0814168123595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 412.0240712057953, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 411.9667121473948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 411.90933963234096, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 411.8519536557699, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 411.7945542127356, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 411.7371412984348, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 411.679714908139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 411.62227503667145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 411.5669142739244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 411.51258175274603, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 411.4582373499755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 411.40388106116063, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 411.34951288260396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 411.29513281051254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 411.2407408403986, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 411.1863369683703, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 411.1307251707631, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 411.0731566431464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 411.0155745826687, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 410.9579789846457, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 410.90036984423045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 410.8427471558425, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 410.78511091559443, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 410.7274611177821, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 410.669797757686, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 410.61212083066636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 410.5544303314258, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 410.4970523366021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 410.4424836084932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 410.3879029178966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 410.33331026163233, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 410.2787056348185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 410.22408903379954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 410.1694604542505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 410.1148198922996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 410.0601673440051, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 410.0027437281077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 409.9449100430148, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 409.8870627288181, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 409.829201780581, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 409.77132719323004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 409.7134389618905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 409.6555370818364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 409.597621547753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 409.539692354782, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 409.4817494980338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 409.4237929729665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 409.3679753078707, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 409.3134628636868, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 409.258938520346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 409.2044022744518, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 409.1498541206739, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 409.0952940561895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 409.04072207667986, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 408.9861381776485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 408.93154235545796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 408.8769346055996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 408.82166732927766, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 408.76452612123404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 408.70737168954264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 408.65020403020156, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 408.5930231378055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 408.535829007779, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 408.4786216358079, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 408.4214010167872, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 408.36416714596476, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 408.30692001901554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 408.24965963069803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 408.1923859767228, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 408.13509905180206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 408.07779885175324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 408.02057831370985, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 407.96576935163193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 407.9109483902671, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 407.85611542480024, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 407.8012704517336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 407.74641346680113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 407.6915444657538, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 407.6366634449374, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 407.5817703997119, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 407.5268653265455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 407.4719482211086, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 407.4150108592209, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 407.3575426259538, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 407.3000610524071, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 407.24256613333694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 407.185057864441, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 407.12753624064396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 407.0700012570908, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 407.0124529091013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406.9548911922331, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406.897316101082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406.8397276316489, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406.7821257785098, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406.72451053715025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406.6668819026778, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406.6107595306302, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406.5556394612521, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406.50050728678633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406.44536300257124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406.3902066050308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406.3350380896105, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406.27985745261833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406.2246646897844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406.16945979700665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406.11424276975436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406.05787347002655, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 406.00008872566724, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 405.9422905272427, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 405.88447886983937, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 405.82665374883504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 405.76881515899146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 405.7109630958062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 405.6530975548876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 405.5944777663398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 405.53558785929454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 405.4766839352623, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 405.41776598977486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 405.35883401726255, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 405.3019673825477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 405.2462414677488, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 405.1905031953801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 405.1347525611316, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 405.07898956023655, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 405.02321418903387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 404.967426443411, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 404.9116263187486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 404.85355200194147, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 404.7944859682012, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 404.73540585379834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 404.6763116529436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 404.6172033611293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 404.55808097312524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 404.49894448337284, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 404.4397938873382, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 404.38062917912055, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 404.32145035435076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 404.2622574072225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 404.2047881244619, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 404.14881663586664, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 404.0928327058911, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 404.03683632938487, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 403.9808275028181, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 403.92480622170075, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 403.86877248215546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 403.81272627918423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 403.7545662888366, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 403.6952383324857, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 403.63589619990137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 403.5765398851954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 403.517169383638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 403.45778468975897, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 403.39838579843087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 403.33897270495356, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 403.2795454033453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 403.2201038892083, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 403.16064815713327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 403.10280491896253, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 403.04658620675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 402.99035496818186, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 402.9341111988673, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 402.87785489492745, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 402.82158605137806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 402.7653046642302, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 402.7090107297593, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 402.6511105789578, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 402.5925240723846, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 402.5339238232348, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 402.47530982669434, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 402.4166820779201, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 402.35804057157776, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 402.2993853032712, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 402.2407162676574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 402.1820334601267, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 402.12333687517923, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 402.06462650854525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 402.00590235505973, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 401.947164409628, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 401.888412667378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 401.83121453574233, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 401.77503066757816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 401.7188343318256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 401.66262552443396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 401.6064042414173, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 401.5501704783027, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 401.4939242308155, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 401.43766549443876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 401.38139426557325, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 401.32511053912384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 401.2667968685475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 401.207884172603, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 401.1489576166911, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 401.0900171958073, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 401.0310629049926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 400.9720947393594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 400.9131126937635, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 400.85411676341505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 400.7951069428444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 400.7360832277213, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 400.6770456126091, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 400.6179940927659, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 400.55892866307863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 400.4998493186194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 400.44262985650806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 400.3861354229638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 400.3296284159415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 400.27310883142474, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 400.21657666539477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 400.1600319126728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 400.1034745698609, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 400.0469046324298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399.99032209535693, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399.93372695546947, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399.87456247188135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399.8153207563324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399.7560650619879, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399.6967953845927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399.6375117179816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399.57821405775167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399.51890239892833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399.45957673648564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399.40023706514455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399.3408833800155, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399.28151567605886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399.2221339482376, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399.1627381914543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399.1033284007121, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 399.04638606540993, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398.98957844646134, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398.93242962491337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398.8752676131637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398.81809275046743, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398.7609050331293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398.70370445596006, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398.6464910150143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398.5862056873167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398.52562387511927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398.4650274246098, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398.40441632967577, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398.3437905853977, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398.28315018625085, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398.22249512683436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398.1618254020767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398.1011410060702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 398.0404419339941, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397.9797281799723, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397.9218992505177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397.86450783155163, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397.80710348324527, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397.7496862008355, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397.6922559803604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397.6348128163701, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397.57735670595065, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397.51887421458304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397.4580346381664, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397.39718032827074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397.3363112796073, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397.2754274867744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397.2145289442236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397.153615646664, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397.0926875885692, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 397.0317447648277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 396.9707871700285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 396.90981479846675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 396.849728996719, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 396.79209377509267, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 396.7344455394848, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 396.6767842868796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 396.61911001167715, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 396.56142270966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 396.50372237683007, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 396.44600900806154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 396.38572784304694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 396.32461396902, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 396.26348526113475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 396.20234171297466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 396.14118332023315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 396.08001007680366, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 396.0188219772757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395.95806593123774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395.897890676639, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395.8377011067525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395.77749721574514, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395.7172789983185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395.65907375601546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395.60150064677674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395.54391459559474, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395.48631559809377, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395.42870364996526, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395.37107874669056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395.31344088356104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395.2557900566844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395.19812626094483, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395.13957372376854, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395.07920258576655, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 395.01881706110606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 394.9584171441801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 394.8980028301595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 394.83757411358255, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 394.7771309895958, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 394.71667345256463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 394.65620149726215, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 394.5957151193182, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 394.53521431247094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 394.4746990720815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 394.4141693931924, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 394.35362526990025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 394.2941586863193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 394.2362763359705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 394.1783809378652, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 394.1204724873774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 394.06255098053015, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 394.0046164123111, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 393.9466687785124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 393.88870807440725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 393.83073429590945, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 393.7725899321025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 393.7118915895203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 393.65117874145665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 393.5904513827273, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 393.52970950821225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 393.46895311273516, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 393.40818219119205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 393.3473967377084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 393.28659674757716, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 393.2257822153399, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 393.1649531362186, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 393.10410950418486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 393.04325131461036, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 392.98237856189957, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 392.92193309385095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 392.8637389917876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 392.8055317354423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 392.7473113195462, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 392.6890777404156, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 392.6308309933553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 392.57257107329957, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 392.5142979765157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 392.45601169777274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 392.39769161828417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 392.3358230903588, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 392.27370957188634, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 392.2115808482855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 392.1494369140742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 392.0872777636706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 392.02510339164513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 391.96291379204945, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 391.9007089594593, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 391.8384888882701, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 391.7762535730807, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 391.71400300779067, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 391.65517295262424, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 391.5963465312975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 391.5375066858224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 391.4786534112508, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 391.4197867033777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 391.36090655693886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 391.3020129682922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 391.2405315981117, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 391.1781501463142, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 391.11575339092326, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 391.05334132613194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 390.9909139461743, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 390.92847124585063, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 390.8660132188883, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 390.8035398598435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 390.7410511635544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 390.6785471236324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 390.6160277347907, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 390.5563440403848, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 390.49726458737325, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 390.4381716230364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 390.379065142139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 390.3199451403556, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 390.26081161337913, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 390.20166455571655, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 390.1403414416998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 390.0776902786634, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 390.0150237126104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389.9523417373961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389.88964434761886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389.8269315374786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389.7642033013307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389.70145963380463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389.63870052844646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389.5759259803416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389.5131359831213, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389.45282527488337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389.39349116514455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389.3341691939115, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389.27515441022535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389.2161261905611, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389.1570845302808, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389.09802942465234, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 389.03896086920645, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 388.97885853893143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 388.9170024896678, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 388.8551315149373, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 388.7932456097682, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 388.7313447678822, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 388.6694289849018, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 388.60749825438324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 388.5455525718204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 388.48359193129147, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 388.4216163274534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 388.35962575499036, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 388.2976202086504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 388.2355996825154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 388.17356417138035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 388.1131333414681, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 388.0538382201007, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387.9945295661997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387.93520737583117, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387.8758716436142, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387.8165223651889, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387.7571595363115, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387.6977831518165, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387.6383932068698, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387.5772776069877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387.5150819241715, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387.4528711923913, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387.3906454065552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387.3284045612868, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387.26614865047657, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387.20387766924546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387.14159161206396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387.0792904731682, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387.01697424743, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 386.95464292918393, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 386.89229651323916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 386.8299349936922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 386.7675583654265, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 386.70755524343423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 386.6479368938933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 386.5883049011738, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 386.52865926069404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 386.4689999674457, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 386.4093270168357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 386.3496404039799, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 386.28994012470633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 386.2302261739451, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 386.1677893489768, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 386.1052511840356, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 386.0426978459478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 385.9801293287847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 385.917545627419, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 385.85494673606905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 385.7914933730572, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 385.72775582243946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 385.664002464497, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 385.6002332931449, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 385.5364483025278, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 385.47264748683307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 385.4117731752252, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 385.35149896209293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 385.291210824189, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 385.23090875601014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 385.17059275356166, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 385.11026281191965, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 385.04991892581256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 384.98643809295095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 384.92250125964944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 384.8585485453327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 384.7945799437902, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 384.73059544888855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 384.66659505536904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 384.60257875707396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 384.5385465481209, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 384.4744984225925, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 384.41043437462866, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 384.3465856897236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 384.2860631211504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 384.22552654191867, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 384.16497594658256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 384.10441133126295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 384.0438326903153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 383.98324001930035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 383.9220490802668, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 383.85784814101584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 383.79363122284377, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 383.7293983197276, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 383.66514942577487, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 383.60088453469143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 383.53660364137124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 383.4723067391988, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 383.4079938226002, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 383.34366488572573, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 383.279319922225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 383.21627729809103, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 383.15549076602895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 383.0946901319105, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 383.0338753905782, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382.97304653767037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382.9122035677365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382.85134647635675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382.78862381391184, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382.72452412245553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382.66114220341495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382.5977448034285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382.5343319175599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382.47090353999596, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382.4074596654686, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382.3440002872486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382.28052540067296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382.21703499989644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382.1535290794611, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382.09000763324144, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 382.0264706559222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381.9634215339213, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381.9027037372211, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381.8419719196182, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381.7812260754712, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381.7204662007548, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381.65969229019265, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381.59890433893196, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381.53810234246333, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381.4772862955898, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381.41481842865005, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381.35111526517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381.2873965044162, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381.2236621405688, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381.1599121678617, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381.0961465807212, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 381.0323653729145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380.96856853974094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380.90475607463446, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380.8409279725152, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380.77708422758747, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380.7132248342053, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380.6493497864864, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380.5854590783839, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380.52427236140727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380.4632197574015, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380.4021530171291, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380.34107213526505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380.27997710700697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380.2188679278498, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380.157744592763, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380.0966070968294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 380.0342406752804, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379.97019808420566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379.9061397716855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379.8420657321216, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379.77797596013664, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379.71387044984164, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379.64974919550133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379.58561219101097, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379.5214594313884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379.4572909103622, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379.3931066223532, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379.3289065616837, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379.2636238294907, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379.199232864417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379.137500534866, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379.0757537750293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 379.0139925798705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378.95221694481825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378.8904268642402, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378.8286223336778, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378.7645778602933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378.69907492548725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378.6335555266545, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378.5680196567037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378.5024673105046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378.4368984811145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378.37131316291953, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378.3057113500672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378.2400930358259, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378.1744582145449, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378.1088068801271, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 378.0464654919425, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377.9844613798887, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377.92244274350327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377.8604095777485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377.7983618771579, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377.7362996376749, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377.6731581675813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377.6073812354392, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377.54158773739044, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377.47577766636863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377.4099510177842, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377.34410778414747, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377.2782479601615, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377.21237153908874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377.14647851544413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377.0805688824759, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 377.01464263438555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376.9509249390715, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376.88866190662503, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376.82638426052426, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376.7640919949411, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376.7017851054893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376.63946358687446, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376.57700106616375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376.5109484083214, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376.44487908197755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376.37879308117857, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376.31269039940713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376.24657103074287, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376.1805214744105, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376.1155239833813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 376.0505104228386, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375.985480786818, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375.9204350696916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375.8553732657581, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375.7906074591128, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375.72844512184815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375.66626826595734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375.60407688605227, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375.5418709783436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375.47965053644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375.41741555609815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375.3551660324388, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375.29290196010766, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375.22811282679424, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375.1628787133385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375.09762844424654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 375.03236201325575, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374.96707941440127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374.9017806420256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374.83646569022864, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374.7711345531308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374.70578722461454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374.6404236989799, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374.5750439701998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374.50964803284614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374.4442358803671, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374.3798772596695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374.3173829767862, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374.25487406089366, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374.1923505070725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374.12981231038117, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374.0672594654767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 374.00469196769916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 373.9421098117795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 373.87896518391636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 373.8133955919203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 373.7478097216021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 373.6822075670145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 373.61658912185123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 373.5509543806194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 373.48530333725785, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 373.4196359861735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 373.3539523209115, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 373.28825233552175, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 373.22253602449314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 373.1568033817315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 373.0910544010634, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 373.0252890769244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372.96164119831496, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372.89881237597695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372.8358040068539, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372.7725610480213, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372.709303134572, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372.64603026186364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372.58274242436096, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372.5162445151577, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372.44915069878755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372.38203982432174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372.3149118854101, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372.24776687637507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372.18060478984853, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372.1134256201948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 372.04622936091357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 371.97901600548926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 371.9117855479137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 371.8454919431831, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 371.78201256110776, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 371.7185181428156, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 371.65500868320805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 371.59148417668325, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 371.5279446186046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 371.4643900033773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 371.3973649122096, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 371.3299870292615, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 371.26259198311243, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 371.1951797670446, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 371.127750374529, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 371.06030379963954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 370.9928400357285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 370.92535907645197, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 370.85786091541104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 370.7903455464125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 370.72407688944315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 370.66032956810363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 370.59656711779814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 370.53278953324536, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 370.4689968090131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 370.4051889400839, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 370.341223515763, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 370.27357703620225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 370.20591329334263, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 370.13823228111005, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 370.07053399247707, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 370.00281842166396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 369.93508556160793, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 369.8673354065759, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 369.79956794976215, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 369.73178318474334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 369.66412171849845, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 369.5984066284177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 369.53477910309516, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 369.4711365542264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 369.40747897687413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 369.3438063663756, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 369.2801187165286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 369.21641602320733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 369.1526982803358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 369.0877941297713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 369.0210236360308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368.9542364254436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368.8874324914102, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368.8206118283043, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368.75377442993897, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368.6869202898532, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368.62004940245515, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368.5531617614449, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368.48625736080805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368.4193361942141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368.352398255759, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368.2854435396042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368.2185584885342, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368.1546027203549, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368.09063181641466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 368.02664577081373, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367.96264457839493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367.8986282338525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367.83459673253014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367.7705500686827, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367.7059216229354, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367.63880382561376, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367.5716691843588, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367.5045176928097, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367.43734934542226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367.3701641354654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367.3029620574206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367.23574310465244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367.168507270973, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367.1012545506717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 367.03398493731277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366.96669842491383, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366.8993950068756, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366.8320746777995, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366.76733718737114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366.70303547760614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366.63871851244505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366.5743862868269, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366.5100387949951, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366.4456335328647, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366.38085648664594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366.31408135231527, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366.2453909297175, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366.1766828529485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366.1079571156894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366.039213710613, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365.9704526318727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365.90167387246765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365.8328774262377, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365.76406328608437, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365.6952314458506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365.6264711741446, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365.5614960788049, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365.496505428187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365.4314992171112, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365.3664774403036, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365.3014400917625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365.2363871670017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365.16763063532255, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365.0986460274439, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 365.0296436560658, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 364.9606235145952, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 364.89158559613327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 364.8225298946545, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 364.75345640295507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 364.68436511496407, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 364.615256023813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 364.54612912310984, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 364.4788352861884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 364.41358311155466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 364.34831528574614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 364.28303180332034, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 364.2177326590304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 364.1524178473828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 364.085362728203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 364.01609994434114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 363.94681929319245, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 363.87752076909146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 363.8082043645692, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 363.73887007316216, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 363.66951788857364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 363.60014780409904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 363.53075981245206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 363.46135390783627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 363.39193008338134, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 363.3263497509396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 363.26081880986646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 363.1954044974549, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 363.13024587188556, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 363.06507169657266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362.9998819653216, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362.93435177490767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362.8660253685449, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362.7976816771396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362.72932069344245, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362.66094241208214, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362.5925468265157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362.5241339299346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362.4557037168802, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362.38725618031003, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362.31879131471, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362.25030911289934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362.181809569106, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362.11329267666247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 362.0447584298619, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 361.978937663558, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 361.9134863558105, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 361.84801939728345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 361.7825367822717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 361.7170385054967, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 361.6515245615751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 361.5859949449638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 361.5193341926795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 361.45064850335984, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 361.3819453975501, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 361.3132248692001, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 361.24448691120267, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 361.17573151784404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 361.1069586826113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 361.0381683991242, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 360.9693606609877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 360.90053546165245, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 360.8316927955665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 360.76283265548784, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 360.69401425875435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 360.62558281155464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 360.55983013807236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 360.49406171367855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 360.4282775340788, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 360.36247759287835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 360.2966618851458, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 360.2308304052724, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 360.16498314793193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 360.0968134225162, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 360.02649830987605, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359.95616493460943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359.8858132904918, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359.8154433703402, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359.74505516711656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359.67464867469937, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359.60422388574295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359.53378079420315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359.4633193922622, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359.39341026288434, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359.3269144961366, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359.26040264634037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359.19387470776076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359.12733067466695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 359.0607705415309, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358.9929069784805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358.9223057302469, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358.85168611352515, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358.7810481218261, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358.7103917471728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358.6397169841134, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358.56902382451824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358.4983122627607, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358.42758229123626, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358.3568339034332, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358.2860670924658, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358.21913119827684, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358.1523490557313, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358.08555073099694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 358.018736218345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357.95190551247345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357.88433969127186, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357.81345060765057, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357.7425430482266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357.67161700686506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357.60067247629195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357.52970944954825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357.45872791984823, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357.38772788061, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357.31670932504903, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357.2456722458936, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357.17461663634845, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357.10689434344704, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 357.04007144080015, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356.973450431879, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356.90681337461683, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356.8401602630073, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356.7734910917453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356.7068058551581, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356.6376021665209, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356.56775445295125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356.4978889155707, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356.42800554819166, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356.35810434401685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356.28818529704563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356.21824840060344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356.14829364783157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356.07832103308544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 356.00833054899863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355.93832218974217, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355.86829594840106, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355.7982518188385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355.72957906078125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355.6626399404529, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355.5956846625269, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355.52871322092915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355.46172561070944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355.39472182638076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355.3277018618368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355.26036383098085, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355.19016330949523, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355.11994483621095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 355.0497084042805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 354.979454007247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 354.90918163855326, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 354.83889129172064, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 354.7685829602549, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 354.6982566380349, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 354.6279123176539, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 354.55754999329395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 354.4871696581298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 354.4167713061868, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 354.34635492971836, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 354.27833418712555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 354.21087234855065, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 354.1431051398771, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 354.07532140814885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 354.0075211474725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353.9397043522389, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353.86848176395245, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353.79653029439646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353.724559951935, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353.65257072957013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353.5805626204109, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353.5085356178863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353.4364897140441, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353.36442490258344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353.29234117621456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353.22023852796633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353.15038408842406, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353.08235599007594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 353.01431127887577, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 352.9462499487404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 352.87817199400274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 352.8100774091473, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 352.73795900576124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 352.6657116522641, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 352.5934453163941, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 352.521159990877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 352.448855669008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 352.37653234347795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 352.3041900073629, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 352.23182865385934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 352.15944827548185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 352.08704886525743, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 352.0175747482376, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351.9492676587224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351.8809438599941, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351.8126033462921, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351.7442461119258, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351.67514573175356, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351.60261982515453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351.5300748332944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351.457510748882, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351.38492756442133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351.31232527306645, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351.23970386807366, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351.16706334213677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351.0955465583927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 351.02427197645693, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350.9529790517872, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350.88194027891575, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350.813817558202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350.7456782742307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350.6775224214691, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350.60934999442475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350.5411609870388, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350.47295539416314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350.40473320990714, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350.3333373515537, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350.2618655269574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350.1903752881432, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350.1188666280881, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 350.047339540071, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349.97579401802625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349.9042300547293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349.8326476435276, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349.76104677791557, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349.6894274513435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349.6177896565871, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349.5461333877722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349.47445863774453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349.40521074945366, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349.33672647207675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349.2682255076751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349.1997078511364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349.1311734964031, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 349.0626224378361, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348.99405467014947, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348.923133628761, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348.8512971344388, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348.7794420931916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348.7075684985773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348.63567634357344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348.56376562180435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348.49183632627137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348.41988845057824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348.3469287296732, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348.2735115205953, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348.2000748921357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348.12661883788564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 348.05609887584444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347.9868090025834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347.9175020809214, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347.84817810526, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347.778837069991, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347.7081366162986, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347.63455133567174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347.56094657386984, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347.487322324174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347.41367857864975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347.34001533064327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347.2663325734288, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347.1926302987573, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347.1189085002395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 347.0451671703513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 346.9720217484454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 346.902462806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 346.832886722941, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 346.7632934934119, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 346.6936831114766, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 346.62405557149896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 346.5510244193962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 346.4771335392801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 346.4032230654225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 346.329292990661, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 346.25534330754726, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 346.1813740085645, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 346.10738508718816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 346.03337653556866, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 345.9593483470891, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 345.88530051400016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 345.8139585242909, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 345.74411184336157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 345.67424792281315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 345.60436675732194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 345.5344683407559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 345.46311935936103, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 345.3889407740834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 345.31474248908387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 345.2413398378508, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 345.16854470515545, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 345.0957306780873, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 345.0228977498732, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 344.9500459135087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 344.87717516245186, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 344.804285489565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 344.7313768880508, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 344.6584493513634, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 344.5856120220858, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 344.5159400985807, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 344.4462510828977, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 344.3765449704297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 344.30682175429274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 344.23708142914734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 344.16732398916076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 344.09678353625907, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 344.0236901527247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343.95057776676845, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343.87744637151366, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343.8042959603629, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343.7311265260346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343.65793806195927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343.5847305613519, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343.51150401704206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343.438258422349, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343.3649937704404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343.29171005434534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343.2184072674761, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343.14554824301706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343.0755205494912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 343.0054756433294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342.9354135187107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342.8653341698948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342.79523759075425, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342.7251237755445, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342.65365248271394, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342.57961827898407, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342.50465911748086, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342.42967996475386, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342.3546808135603, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342.2796616562489, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342.2046224854877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342.12956329374765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342.05448407448444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341.9793848190543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341.90462693076074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341.83380172026034, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341.7629589347066, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341.6920985684378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341.62122061522075, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341.55032506867633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341.4754143028292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341.4001614931701, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341.3248885846093, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341.24959556924887, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341.17428243967026, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341.09894918828695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 341.02359580854556, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340.94822229212195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340.8728286319463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340.7974148207518, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340.72567543607795, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340.65455528137784, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340.5834174510609, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340.51226193911293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340.4410887391351, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340.36671965480343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340.29117157497524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340.21560328739247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340.14001478441764, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 340.06440605870444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339.98877710307556, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339.91312790915754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339.8374584707125, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339.7617687794806, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339.68605882843815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339.6132647168322, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339.54186572100264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339.4704489542785, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339.3993465729253, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339.32838854856357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339.25741299641584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339.1831066490645, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339.10872515005155, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 339.03432418311047, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338.9599037417116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338.88546381893445, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338.81100440727334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338.73652550017414, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338.6620270903294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338.5875091708648, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338.5129717348524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338.4384147753469, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338.3638382852355, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338.28924225764376, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338.2179961798764, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338.14674393609505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338.0754740641454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 338.0041865587275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337.93288141400683, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337.86155862346493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337.7885714816481, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337.7138237652547, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337.63905644926183, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337.5642695266997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337.48946299061436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337.4146368341836, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337.3397910500936, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337.26492563129545, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337.19004057110715, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337.1151358623538, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 337.04021149757455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 336.9652674701472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 336.8903037729111, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 336.8169256629791, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 336.7448204371374, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 336.67269719935143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 336.6005559435598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 336.528396663643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 336.4539877233009, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 336.37737826766363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 336.3007482110638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 336.22409754596595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 336.14742626476266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 336.0707343601009, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335.99402182406493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335.9172886497389, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335.8405348288103, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335.76376035426915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335.68925563958385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335.6168663333722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335.54445891858916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335.47203338941347, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335.399589739284, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335.3245742051471, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335.2476619706579, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335.1707290241452, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335.09377535827105, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335.01680096585517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334.93980583895177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334.8627899699227, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334.78575335096104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334.70869597486694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334.63161783419844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334.5571978767907, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334.4845229915902, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334.41182990086804, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334.33911859859893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334.2663890791788, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334.1905335424824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334.1133168660475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 334.0360793667387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 333.9588210364674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 333.88154186832503, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 333.80424185392496, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 333.7269209863131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 333.6496456783549, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 333.5738044525341, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 333.49794323465653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 333.4222805549805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 333.3498287858423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 333.2773589847152, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 333.2048711455202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 333.13236526271396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 333.0598413295072, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 332.9872993401252, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 332.91207244900227, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 332.8360358342726, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 332.75997915771006, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 332.68390241162956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 332.6078055892758, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 332.53168868345267, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 332.45555168657177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 332.37939459189647, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 332.30321739213434, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 332.2270200799294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 332.1508026485278, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 332.0745650904116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331.9983073985883, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331.9251986992391, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331.8523717921614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331.7795267270154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331.70666349828116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331.63378209954726, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331.56088252466554, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331.485591738082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331.40917756397323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331.33274319287455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331.25628861779046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331.1798138306842, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331.102538999477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 331.0244749202543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330.9463897056046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330.8682833473897, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330.7901558382789, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330.71200716995884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330.6365300121904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330.56285938251915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330.48917021057014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330.41546248975214, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330.34173621414357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330.26424679843217, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330.185956861068, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330.10764570619745, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 330.0293133253059, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329.95095971105457, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329.872584855893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329.7941887516831, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329.7157713914643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329.63733276676976, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329.55887287009705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329.48464412226156, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329.410681156647, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329.33669954993195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329.26269929641137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329.1877502461323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329.10916961397106, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 329.0305676582201, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328.95194437094005, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328.87329974485476, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328.7946337718828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328.7159464446694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328.63723775516223, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328.55850769597373, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328.4797562585336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328.40248156808593, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328.3282434706058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328.25398663996816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328.1797110698453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328.1054167538381, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 328.0282214464894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327.94932720847623, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327.8713361769045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327.7939593949159, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327.71656207313663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327.63914420326114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327.5617057786594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327.4842467916037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327.4067672354696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327.32926710224183, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327.25174638509975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327.1742050767176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327.09832479356646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 327.02428140718314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326.9502194566479, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326.8761389355934, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326.80203983811396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326.7279221580077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326.6521732375701, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326.5744717678158, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326.496749642159, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326.4190068535478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326.3412433948205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326.2634592580639, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326.18565443664943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326.10782892278337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 326.02998270936394, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325.9521157893945, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325.8742281550965, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325.7963197992283, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325.7183907143799, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325.6430176252255, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325.5686068284084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325.49417734571045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325.41932123482525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325.3443199562515, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325.2672363381861, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325.1875777483705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325.10789744067495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 325.0281954075723, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324.9484716411531, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324.868726133624, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324.78895887716874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324.7091698635883, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324.62935908567295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324.54952653514886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324.4726277580445, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324.397384410937, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324.32212199387516, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324.24684049984353, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324.17120621075674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324.0912499449239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 324.0112718538277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323.9312719301357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323.85125016545635, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323.7712065524553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323.69114108281417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323.6110537489292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323.53094454289567, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323.45081345666756, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323.3719517915398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323.2964270592323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323.22088316302825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323.1453200961158, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 323.0697378521944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322.9906639542553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322.91038657443744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322.8300872538683, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322.7497659847562, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322.66942275935014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322.58905756985337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322.5086704079721, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322.4282612662338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322.34783013621836, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322.2673770107973, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322.19154008815894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322.11625345956145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 322.04094785530947, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 321.96562326856315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 321.8902796933853, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 321.8136007991244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 321.7346036329135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 321.6555853525234, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 321.57654595088945, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 321.4974854200857, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 321.41840375331367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 321.3393009425747, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 321.2601769811488, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 321.1810318607776, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 321.10186557464783, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 321.0226781151018, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 320.943469474994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 320.8642396465601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 320.7876556738295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 320.71201266893365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 320.63635057008753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 320.5606693717175, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 320.4849690675959, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 320.40924965117074, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 320.32996269815146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 320.2505679058039, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 320.17115185945636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 320.0917145519263, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 320.0122559757274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 319.9327761233535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 319.8531925057805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 319.7720433851471, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 319.6908720070021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 319.609678363821, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 319.52846244721627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 319.4503785286835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 319.3738451752845, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 319.2972923226548, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 319.22071996407567, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 319.14288875031093, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 319.06154613744854, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 318.9801811976349, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 318.89879392366834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 318.8173843072749, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 318.7359523402905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 318.6544980153369, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 318.5730213237805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 318.49152225802675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 318.4100008100994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 318.3310575483994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 318.25423656826797, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 318.17739599449874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 318.1005358195189, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 318.02281903227197, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 317.94117023265824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 317.8594989973086, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 317.77780531857525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 317.6960891873272, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 317.614350596976, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 317.53258953911654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 317.45080600490553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 317.36899998728177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 317.28717147794123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 317.2075905804936, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 317.13048059744574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 317.0533509245714, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 316.9762015565184, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 316.8983740728672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 316.81641755496855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 316.73443849187765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 316.65243687596114, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 316.57041269795786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 316.48983730539817, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 316.409407460677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 316.3289560002297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 316.2484829158219, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 316.16798820036456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 316.0874718461025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 316.006933845396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 315.929532814391, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 315.8526507293044, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 315.7757491453816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 315.6988280564535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 315.6218874559145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 315.54384649910014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 315.46316155374666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 315.3824549033029, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 315.30172654001524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 315.22097645674194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 315.14020464560986, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 315.05941109934145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 314.97859581010607, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 314.8977587705717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 314.81689997309104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 314.7360194105803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 314.6551170747624, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 314.5741929586394, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 314.49617355245243, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 314.418925386336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 314.34165760318353, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 314.26420667098, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 314.18633476570926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 314.10488196990923, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 314.02214332692415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 313.9393818572904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 313.8565975526775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 313.7737904052467, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 313.6909604067274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 313.60810754875354, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 313.52523182392054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 313.4423332237585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 313.3599127273742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 313.28180685598966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 313.2036809689283, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 313.12553505945164, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 313.0473691212335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 312.9648917564746, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 312.8818399367028, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 312.79876517943217, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 312.71566747697193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 312.63254682072443, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 312.54940320278104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 312.46623661477315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 312.3830470492163, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 312.2998344972675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 312.21788879725193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 312.13948779071166, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 312.0610666721891, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 311.9826254359981, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 311.9037724778419, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 311.82042897135443, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 311.7370624245914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 311.65367282963916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 311.5702601781437, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 311.4868244621771, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 311.4033724831892, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 311.319898773889, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 311.2364019803573, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 311.1528820946089, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 311.0716423333548, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310.992951270709, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310.9142812842812, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310.8360850770856, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310.75786894010014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310.67639229888675, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310.59429243763464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310.51217035796117, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310.43002605170705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310.34785951137496, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310.26567072943953, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310.1834596981946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310.1012264098289, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 310.0189708570516, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 309.9366930320191, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 309.8543929272204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 309.77207053481175, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 309.69225601038045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 309.6137458375424, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 309.5352156339442, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 309.4566653935449, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 309.3780951099941, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 309.2978416706601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 309.21536795676, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 309.13287189542007, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 309.0503534791451, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308.9678127000109, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308.88524955073706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308.80266402337827, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308.72005611051804, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308.63742580409644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308.55444980181437, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308.470174721179, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308.38587627121797, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308.3059669553819, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308.2265554810921, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308.147123569198, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 308.0676712135653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 307.9841241732722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 307.89969248704176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 307.815237376915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 307.7307588351723, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 307.6462568531906, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 307.5617314230906, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 307.4771825366835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 307.3926101858302, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 307.3080143619251, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 307.22477844060825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 307.14508622646747, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 307.0653734853523, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 306.98564021025254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 306.90468927167603, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 306.81995958717016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 306.73520637516083, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 306.65042962765574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 306.5656293364019, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 306.4808054928402, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 306.39595808931483, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 306.31108711756167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 306.22619256885946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 306.1412744356844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 306.05985848599516, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 305.97986370013837, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 305.8998482905656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 305.81981225034315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 305.7362588034316, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 305.65120613734587, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 305.56612983191826, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 305.48102987848915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 305.39590626918823, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 305.3107589959327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 305.22558805040865, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 305.14039342386195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 305.0551751089853, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 304.97090710891246, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 304.8911799077621, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 304.81143228860446, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 304.73166424534304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 304.6518757715495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 304.57143078900367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 304.4876689480287, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 304.4038843197445, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 304.3200768962241, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 304.23624666980015, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 304.15239363245985, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 304.0685177772608, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 303.98461909583295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 303.9006975805646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 303.8167532239489, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 303.7327860181597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 303.6487959554946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 303.56514518528866, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 303.4850553931374, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 303.404945068207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 303.3248142049234, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 303.2446627970098, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 303.1641213330606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 303.0799759316466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 302.9958076126177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 302.9116163688242, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 302.8274021923288, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 302.7431650752005, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 302.6575321223852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 302.5716104119292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 302.4856647575381, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 302.39969515122255, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 302.3137015844145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 302.23020420486375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 302.14920868262084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 302.06819221832336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 301.9871548049807, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 301.9030388167138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 301.81690848048993, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 301.7307541285919, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 301.644575753367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 301.5583733460709, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 301.47214689867235, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 301.38589640314046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 301.2996218508255, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 301.21332323324873, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 301.1277609279242, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 301.04647783639723, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 300.965173712219, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 300.88384854901585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 300.80104982492446, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 300.7146138082336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 300.62815367164, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 300.54166940673497, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 300.45516100512293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 300.3686284588106, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 300.28207175935097, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 300.19549089882616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 300.1088858685388, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 300.0222566604674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 299.9398974584549, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 299.85830445413956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 299.77669031992, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 299.6949951144054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 299.6082520545872, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 299.52148477008166, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 299.43469325215733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 299.3478774932005, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 299.26103748452726, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 299.1741732179953, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 299.08747925752607, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 299.00221766825973, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 298.9169327865451, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 298.831624604573, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 298.74990252730845, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 298.6685658596833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 298.5872082712426, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 298.50582975501254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 298.4241431544498, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 298.3386998614527, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 298.2532332150894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 298.16774320805064, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 298.0822298320966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 297.9966930804046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 297.9111329441073, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 297.8255494158019, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 297.7399424880683, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 297.65431215270723, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 297.5686584025947, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 297.4829812291407, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 297.39775294365677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 297.3160658865369, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 297.2343577999668, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 297.1526286776972, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 297.0708785134352, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 296.98774092510155, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 296.9012032137729, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 296.8136671332087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 296.7261065542398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 296.6385214689708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 296.5509118688301, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 296.4632777459327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 296.37561909155886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 296.28793589764564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 296.2002281564171, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 296.11642219812325, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 296.0338257120559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 295.95120778323485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 295.8683820664065, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 295.7805586382236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 295.692710615181, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 295.60483798908183, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 295.51694075136174, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 295.4290188941976, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 295.341072408646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 295.25310128700914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 295.1651055209609, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 295.07708510166424, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 294.9925063361078, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 294.9096155193406, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 294.82670316946167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 294.7437692806633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 294.655767550841, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 294.56760621741444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 294.4794201755776, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 294.3912094173245, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 294.3029739340217, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 294.2147137177626, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 294.126428759865, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 294.03811905253497, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293.9497845871995, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293.864652062681, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293.78146569354817, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293.69825770148896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293.61502807966144, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293.52681226732557, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293.43833625448406, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293.3498354283346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293.2614369095551, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293.1745756720577, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293.0876906125619, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 293.00078172428744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 292.91384899881996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 292.82689242836943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 292.73991200550165, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 292.6534843984631, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 292.570563744233, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 292.4876216841567, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 292.40465821194346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 292.3216733212803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 292.23650290672015, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 292.1493601163279, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 292.0621934123318, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 291.9750027870118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 291.8877882329401, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 291.80054974206246, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 291.7132873062112, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 291.6260009183485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 291.5386905702336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 291.4513562545301, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 291.363997962996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 291.2766156881323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 291.1920404063627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 291.10822646475367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 291.024313315713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 290.940378322093, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 290.8515862713633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 290.7623476175362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 290.67308389270227, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 290.5837950883979, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 290.4944811963204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 290.40514220815317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 290.31577811588613, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 290.22638891083534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 290.13697458510615, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 290.0508417386749, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 289.96665074178065, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 289.88243781652545, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 289.7978613037901, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 289.70832843544235, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 289.61877039872604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 289.52918718572903, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 289.4395787882502, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 289.34994519779116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 289.2602864062095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 289.17060240492765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 289.08089318627594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 288.9911587412645, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 288.90555594396096, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 288.821064042917, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 288.73655012317886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 288.6506816196745, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 288.56082810386624, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 288.4709493150416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 288.3810452445342, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 288.29111588422086, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 288.2011612261284, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 288.1111812613184, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 288.0211759819779, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 287.9311453796813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 287.8410894462071, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 287.75624418579935, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 287.6714501637773, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 287.58663403336857, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 287.4992431149474, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 287.4106062188663, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 287.32213310899124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 287.2336356559558, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 287.1451138515538, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 287.0565676883873, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 286.9679971584502, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 286.8794022543565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 286.79078296827436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 286.7021392919776, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 286.6134712184722, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 286.52477873955206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 286.43979948816457, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 286.35525909325486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 286.2706968094899, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 286.186112631298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 286.09948225998335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 286.01064796647506, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 285.92178921433583, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 285.83290599611837, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 285.7439983040092, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 285.6550661301121, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 285.56610946716796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 285.47691951190666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 285.38616111169154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 285.2953771397191, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 285.2045675870247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 285.11742080087583, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 285.0319285076639, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 284.94641389863614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 284.8595144518505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 284.768584068231, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 284.67762805750897, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 284.5866464105933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 284.4956391200344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 284.4046061772701, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 284.31354757368126, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 284.22246330154167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 284.13135335209495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 284.0404730558181, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 283.95469702034325, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 283.868898585775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 283.7830777458719, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 283.69377753948504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 283.60252054710315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 283.5112378225915, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 283.41992935738597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 283.32859514334586, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 283.23723517241535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 283.1458494356307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 283.054437925608, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 282.96300063361775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 282.8739608309003, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 282.7878775352508, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 282.7017717510413, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 282.61526411474176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 282.523704977869, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 282.43212001230097, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 282.3405092093094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 282.24887256113107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 282.15721005936257, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 282.06552169600695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 281.97380746224906, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 281.8820673506166, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 281.79030135201356, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 281.7036412355043, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 281.61786257527604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 281.5320616675276, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 281.4462385057474, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 281.35721702987814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 281.26707170801376, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 281.17690151461045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 281.08670644289975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 280.9964864846371, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 280.9062416320521, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 280.81597187773764, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 280.7256772139747, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 280.63535763281584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 280.545013126601, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 280.45464368761384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 280.36469899345275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 280.2785703811559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 280.1924194213274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 280.1062461077447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 280.02005043433667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 279.9299896384912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 279.8392680528108, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 279.74691423350635, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 279.65453432885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 279.5621283306698, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 279.46969623102916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 279.37723802154005, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 279.28475369420016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 279.19224324043034, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 279.10176975074626, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 279.0146878721939, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 278.92758321788983, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 278.8399361707045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 278.74730216056776, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 278.65464197743665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 278.56195561299694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 278.46924305917673, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 278.3765043079552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 278.28373935101433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 278.1909481801258, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 278.0981307869282, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 278.0052871632914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 277.9177677734766, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 277.8303735414248, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 277.7429564454942, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 277.65156546449145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 277.5585977620516, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 277.465603782823, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 277.37258351809805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 277.2795369602543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 277.18646410069823, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 277.0933649314327, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 277.0002394446759, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 276.9070876315667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 276.8172722617659, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 276.72958742999595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 276.64187965245367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 276.5520442240165, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 276.45876784908876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 276.3654651013377, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 276.2721359732361, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 276.1787804557588, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 276.08539854171784, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 275.9934677762392, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 275.9018374342984, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 275.8101817652531, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 275.7185007621772, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 275.6282437605041, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 275.54087427868444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 275.45348210131533, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 275.3660672222584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 275.2774473880878, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 275.18561892681873, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 275.0937650789215, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 275.0018858370437, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 274.90998119299684, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 274.8180511397178, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 274.72609566961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 274.6341147747488, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 274.5421084476543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 274.4500766810178, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 274.3580194667285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 274.2659367975451, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 274.17660302547165, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 274.08821696648226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 273.999807766244, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 273.90812345240545, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 273.81408847843295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 273.72002689407464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 273.6259386915266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 273.5318238626504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 273.4376823994744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 273.34351429374556, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 273.24931953766816, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 273.1550981228803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 273.06382253087486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 272.97514240050555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 272.8864390485402, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 272.7954960950153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 272.7011484628192, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 272.60677412590996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 272.5123730763129, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 272.4179453055152, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 272.3234908056745, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 272.22900956878004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 272.13450158642206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 272.0399668510131, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 271.94741140741496, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 271.85843619987213, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 271.7694376903105, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 271.67902324600357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 271.5843618156425, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 271.4896735862478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 271.394958549365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 271.3002166969642, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 271.2054480212511, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 271.11065251380546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 271.01583016686914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 270.9209809721194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 270.82735731209175, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 270.73808602536076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 270.6487913567222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 270.5586913521628, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 270.4637149868794, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 270.37018499373346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 270.2769956077419, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 270.1837804307123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 270.0905394555905, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 269.9972726744986, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 269.90398008040165, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 269.81066166545804, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 269.717317422247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 269.6239473432929, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 269.5308114485641, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 269.4418432422442, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 269.3528519076972, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 269.26383743855627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 269.1739846211823, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 269.08046403189996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268.9869175555184, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268.893345184846, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268.7997469117988, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268.7061019548594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268.6105882186587, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268.5150474246884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268.41947956505487, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268.32388463158793, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268.2288112977262, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268.13884919997747, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 268.04886353505617, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267.958417176774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267.862693952574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267.76694360930105, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267.6711661384634, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267.575361532662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267.47952978392834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267.38367088405437, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267.28778482497523, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267.19187159930345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267.09654220004677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 267.00628070805953, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 266.9159955700385, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 266.82504334203395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 266.7290013547639, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 266.6329321556892, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 266.53683573635124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 266.4407120892264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 266.34456120595485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 266.24838307875484, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 266.1521776998833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 266.0559450611738, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265.9605771067687, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265.8700152393203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265.77942964809733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265.6877516352873, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265.59138976731447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265.49500059433797, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265.3985841088347, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265.30214030290176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265.2056691682194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265.109170697575, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 265.01264488235336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 264.916091715534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 264.82115303824605, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 264.7309487760565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 264.6407210642976, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 264.55046989631046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 264.4580663678465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 264.36323681893964, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 264.26838100917644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 264.1734989309257, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 264.07859057695293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 263.9836559401364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 263.88869501279817, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 263.7937077881335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 263.69869425817035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 263.60365441625584, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 263.5085882547455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 263.4141144984885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 263.32354164602896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 263.2329452505277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 263.14177985343656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 263.0462253699237, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262.94910493859095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262.85195698090183, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262.7547814888063, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262.6575784549301, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262.5603478709289, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262.4630897295194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262.3658040223048, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262.2684907421793, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262.17597365078825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 262.08440741868515, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.9928172065203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.89569652188277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.7982524513418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.7007807629559, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.60328144965285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.50575450320343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.4081999160086, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.31061768022437, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.2130077885329, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.1157172697865, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.0238705227358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260.9319997251305, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260.8389331575597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260.741192053346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260.6434232486048, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260.5456267359498, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260.4478025074843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260.34995055553384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260.25207087250203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260.1541634506185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260.0562282821496, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 259.96016009927564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 259.8680079145371, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 259.7758316041238, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 259.68076581065225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 259.5826989738189, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 259.4846043468791, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 259.3864819221029, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 259.28927472048656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 259.19301077664943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 259.09672017715127, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 259.00040291476625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 258.9040589822939, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 258.80768837287053, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 258.71275614294564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 258.6209496019479, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 258.5291192125303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 258.43726496999113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 258.3418921358955, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 258.2453658896734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 258.1488129178048, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 258.05223321259666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 257.95562676733346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 257.85899357483447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 257.76210453955525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 257.6634819161751, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 257.56483134529026, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 257.4661528196218, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 257.3704281466222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 257.2775878123638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 257.18472318424494, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 257.0875226111523, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 256.9887113840456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 256.88987215906445, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 256.7910049283462, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 256.69210968445054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 256.5931864199961, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 256.49423512730357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 256.3952557986149, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 256.2962484271809, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 256.2025831550869, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 256.10943434091314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 256.0153290895555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 255.91621664875868, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 255.81707612927903, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 255.71790752364632, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 255.61871082465757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 255.51948602448374, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 255.42023311594676, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 255.32095209077443, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 255.22164294249637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 255.12436443753063, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 255.0309306624698, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 254.93747245381962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 254.84031088959057, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 254.74086818577393, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 254.64139731557077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 254.54189827230311, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 254.44237104778836, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 254.34281563524746, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 254.24323202677624, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 254.14362021515194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 254.04398019261305, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 253.9492034599141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 253.8555211112572, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 253.7624413390322, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 253.6653107643382, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 253.5674873618516, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 253.46963689398035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 253.37175935336825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 253.27385473363142, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 253.1759230277521, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 253.07796422877652, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 252.97997832969486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 252.88196532408233, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 252.78392520479633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 252.6858579648657, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 252.59112366649072, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 252.4977129490345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 252.40427800871612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 252.30761520179487, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 252.20744617634216, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 252.10724878993824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 252.0070230367021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251.906768908456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251.806486398046, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251.70617549808492, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251.60583620128, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251.50546850049534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251.40914053406755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251.31472238946378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251.22009316995081, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251.119618951323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251.01911629500444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 250.91858519301059, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 250.8180256385009, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 250.7174376241362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 250.61682114242876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 250.51617618661885, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 250.41550274916654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 250.3165215110988, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 250.22181503363015, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 250.12708383268682, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 250.02833776566843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 249.92752897823573, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 249.82669166837013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 249.72582582890402, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 249.62493145225687, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 249.52400853171116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 249.42305705979993, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 249.32207702952337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 249.22106843378344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 249.1256462585286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 249.0306259270651, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248.93359331575186, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248.83247754496665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248.73133317520467, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248.63016019898123, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248.5289586094517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248.42795617550826, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248.32868218383146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248.22938076541232, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248.1300519134336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248.0306956217354, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 247.93449937099354, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 247.8398696353804, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 247.74521540957562, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248.76503841143028, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 250.26065965846487, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251.7497927523376, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 253.08263142986027, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 254.0860844568109, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 255.08656391168006, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 256.08407597856944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 256.82997336451035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 257.55350451071445, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 258.27546325347623, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 258.72391493721364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 258.9894494722877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 259.254768641621, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 259.6846956669117, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260.02797269818166, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260.3256501737711, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260.6230530187047, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260.84561226689505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.02149276978525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.1972735497087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.33098951683166, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.41417843289264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.4403810981411, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.4665793742505, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.50519012012796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.536218363344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.567238981762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.5849336682139, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.573857058297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.56277580176277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.54573321345276, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.50490085794297, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.4640594898859, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.4088752736624, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.34474595709185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.27837701757153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.21640838108533, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.15381089130983, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 261.0767502589133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260.99966810807166, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260.92256442551445, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260.83538346964406, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260.74741861858354, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260.65942697140565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260.5687534066831, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260.47779047241136, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260.3862803157266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260.2920834982285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260.19440598750566, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 260.09483318452203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 259.9952276236304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 259.89442696796004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 259.7908062725047, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 259.6871504642513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 259.58345952475565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 259.47692490126894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 259.37017622884696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 259.26547779046757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 259.16603232038585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 259.0651219925626, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 258.9591141188549, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 258.8469347476025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 258.73374906411277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 258.619517517115, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 258.505243976422, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 258.39030067654994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 258.2743458447387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 258.1583479547394, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 258.04191202967775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 257.9348896132109, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 257.83016749739636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 257.72042850375635, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 257.60255039962044, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 257.4838293942853, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 257.3650636390954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 257.2460495748039, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 257.1262010862248, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 257.00630716701585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 256.8862662849151, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 256.765394224738, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 256.6553991909544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 256.5483649515263, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 256.4358813677859, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 256.31402024824195, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 256.19211249745945, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 256.07012830112876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 255.9473815348, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 255.8245876144772, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 255.70174651594186, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 255.57819316789005, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 255.45456064113353, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 255.34255357361133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 255.2335388634831, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 255.11809326971763, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 254.99361465471304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 254.86908787456184, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 254.74395264987527, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 254.6187051923862, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 254.4943668302243, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 254.37242730467085, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 254.25032244800616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 254.1281716394475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 254.00573412296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 253.89427534219158, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 253.7839597237786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 253.67360742717472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 253.55164962384606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 253.42818469723943, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 253.30467306011087, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 253.18111469174744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 253.0562123739644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 252.9280232610023, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 252.79978382758793, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 252.67111981447965, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 252.5422704491641, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 252.4193841665964, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 252.3069128450993, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 252.19362685815463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 252.06408412184044, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251.93449028773296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251.80450247153817, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251.67433170544678, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251.54410948232214, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251.41353509480723, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251.28275145633324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251.15191601157585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 251.02922451170855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 250.91518762433998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 250.79801676492275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 250.66653118133638, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 250.5347104205124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 250.40269218529363, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 250.27062144325396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 250.13825007959247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 250.0056605081527, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 249.8730181078338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 249.74010718926024, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 249.61851113591172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 249.5032154136253, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 249.3814786727237, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 249.2479312600019, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 249.11418453511828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248.9803843328483, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248.8463193387147, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248.71203882117504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248.57770452947523, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248.44313217633453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248.3083297752869, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248.1888725763423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 248.07253691616143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 247.95082016124275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 247.8199400223018, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 247.68900915376514, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 247.5579480296659, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 247.42660456799717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 247.29521013314616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 247.16376470578143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 247.03198020084756, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 246.90013238530537, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 246.76823334097196, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 246.63504059189336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 246.51215784471253, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 246.3942659686678, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 246.2668563634694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 246.1295658234643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 245.99214263183092, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 245.85466394823834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 245.7169252048542, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 245.57904386582504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 245.44110679167534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 245.30292851310355, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 245.16484322040162, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 245.04593957061752, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 244.9269952788968, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 244.79229828424354, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 244.65347269439098, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 244.51459087279693, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 244.37545783621977, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 244.23620240832292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 244.0968905264474, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 243.95734362837754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 243.8176673997716, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 243.6843330676203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 243.56438566934435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 243.44180316790425, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 243.3016568345338, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 243.1614535907563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 243.0210037055001, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 242.8804536333879, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 242.73984644803477, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 242.59900672365893, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 242.45806124685862, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 242.31705846054513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 242.18933031681672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 242.0683379828672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 241.93739221436977, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 241.79594288591488, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 241.65424880401758, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 241.512477339317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 241.37316566869526, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 241.23600579307674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 241.0987602533595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 240.9614608293375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 240.8240093144883, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 240.68642563423555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 240.5625590302019, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 240.44119679802225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 240.3178292078835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 240.17985478598052, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 240.03961832496475, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 239.89652144736203, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 239.75323326504486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 239.6098866348151, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 239.46644386028083, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 239.32281212426437, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 239.17912178397262, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 239.04245966318172, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 238.91957370954697, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 238.7922509546853, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 238.64816266692287, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 238.50395583946897, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 238.35959582663156, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 238.21517688246036, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 238.07064385176182, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 237.92595970146112, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 237.7812164789375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 237.63636323203207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 237.50834178440118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 237.38464843931843, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 237.2462452269931, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 237.10098845336472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 236.95561260669592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 236.8101773905438, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 236.66461279419775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 236.51893073483689, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 236.37318918054882, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 236.22732233204238, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 236.08748558439618, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 235.96305991315603, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 235.83437085998298, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 235.6881202863667, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 235.54178030090702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 235.3953805519883, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 235.2488393035933, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 235.10220965935696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 234.95552013984366, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 234.80869339793958, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 234.6617793860877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 234.53294985564662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 234.40834173838925, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 234.28114346851032, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 234.1390674376014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233.99693552432143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233.8546998362417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233.71236921383024, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233.56998262152274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233.42751451592562, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233.28061316412288, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 233.13273886280354, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 232.98478077153914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 232.84652824752766, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 232.72054482121757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 232.58564326177702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 232.43733932686018, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 232.28893648751966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 232.14047310721685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 231.9919104216358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 231.84325177635708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 231.6945325081017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 231.54571554625227, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 231.39781952855526, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 231.27119659358914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 231.14405047419848, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 230.99490407180224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 230.8456824832225, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 230.6964000865877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 230.5470088174651, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 230.39754414452239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 230.24801859288414, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 230.09838661356332, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 229.94868292423735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 229.81419936299062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 229.68690701808669, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 229.54432593913236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 229.39432229548856, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 229.2442535332318, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 229.09407965728735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 228.94384469480292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 228.79354397951397, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 228.64314260529193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 228.49268008715148, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 228.3499265933234, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 228.22202457053913, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 228.08594525447643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 227.93519349742462, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 227.78738931394707, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 227.6418365351176, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 227.49622682601375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 227.3505550388635, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 227.2048008925367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 227.05898977359493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 226.91312166960154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 226.7671705755963, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 226.62647879469273, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 226.49792087520177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 226.36127302310535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 226.2096407392222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 226.05794698917873, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 225.90618841087678, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 225.75434895350838, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 225.60244799216457, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 225.45048199966993, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 225.298438507038, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 225.14755393771634, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 225.0184461178011, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 224.88669791030213, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 224.73438722308936, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 224.58201493529975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 224.42957422849952, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 224.27706545635, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 224.1244950536643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 223.97185735135463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 223.81915340133526, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 223.66638779402956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 223.53271254792946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 223.40302323351398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 223.25228151264798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 223.09925694834305, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 222.9461665992543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 222.79301408371782, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 222.63979983735487, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 222.4865221927622, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 222.33318271131884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 222.17978148044585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 222.04099586735708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 221.9107941144739, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 221.76357382524964, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 221.6099224314861, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 221.45621168527487, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 221.3024391428993, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 221.14860696380504, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 220.99625542819513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 220.8477933144336, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 220.69927578159252, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 220.55070672269665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 220.41536289078522, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 220.2852075136159, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 220.1487599485282, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 219.99996250429456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 219.84598294267016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 219.69153787600328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 219.53704103684288, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 219.38248232056299, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 219.22786630104508, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 219.07319937704983, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 218.91847057438702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 218.78250794751375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 218.65124503820186, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 218.49778225084822, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 218.3428180827416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 218.1878059605798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 218.03273791796357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 217.87760797348903, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 217.72243285978618, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 217.56720113820143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 217.41190752078535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 217.27333398923543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 217.14160194223177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 216.9892777316702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 216.8337595122307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 216.6782006955724, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 216.5225799827781, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 216.36690426000246, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 216.2111877128375, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 216.05540928140874, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 215.8995782731705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 215.75909994331153, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 215.6269098768529, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 215.475042892568, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 215.31900052614822, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 215.16290627956403, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 215.0067501533066, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 214.8505573506418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 214.69431091794854, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 214.53800262400205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 214.38166144622028, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 214.2400318376002, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 214.10799393187767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 213.96682327395717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 213.81585607354737, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 213.66483142425625, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 213.51374932049612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 213.36264147465658, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 213.20826692113042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 213.05142784703787, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 212.8945617146578, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 212.7376390520567, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 212.5869999240307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 212.4538989210696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 212.30917948127615, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 212.15204475134908, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 211.99486307871757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 211.83764786804193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 211.68037087887728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 211.52305110870395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 211.36569515063366, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 211.20827744536757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 211.05821706243296, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 210.9246964746185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 210.77804228014202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 210.62041698147448, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 210.46277349323748, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 210.30507214832073, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 210.1473093551782, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 209.9895333283846, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 209.83169564157208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 209.67380091215387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 209.52505143463202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 209.39111314746344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 209.24182124761035, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 209.08374484643502, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 208.92563178583828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 208.76745712247828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 208.60925260572344, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 208.45100728796592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 208.29270040983056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 208.13436937862502, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207.98763329476094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207.8532851770998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207.70065787815736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207.54214490180448, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207.38868338318287, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207.23569806861406, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207.08270289994164, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 206.92965063050633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 206.77654125963875, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 206.62209586898564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 206.46324860848745, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 206.3148284354453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 206.18005922011378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 206.0276330348969, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 205.86859112648813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 205.70951386400304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 205.55040847217822, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 205.39124174528047, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 205.23204634307808, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 205.07281723986364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 204.91352685546678, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 204.7689097130425, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 204.63375722458056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 204.47626889718492, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 204.31679378280387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 204.15731316389804, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 203.99777135730403, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 203.83818172061433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 203.6785806825328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 203.51891851467713, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 203.35921569898187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 203.21911981018047, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 203.08017397791855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 202.92032380593525, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 202.76046379689876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 202.60055642469217, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 202.44058802638642, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 202.2806178844744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 202.1205932519473, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 201.96050862526613, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 201.80143066523544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 201.66555393181318, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 201.5201743248391, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 201.35993715461314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 201.1996731638286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 201.03934832234222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 200.87900431362357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 200.7228609925561, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 200.56810929086157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 200.4133370311356, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 200.25853605130703, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 200.11129821588145, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 199.9750786831221, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 199.8227917257111, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 199.66210116465754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 199.5013499218552, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 199.34060670515578, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 199.17980458298655, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 199.01894890525682, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 198.85809666496027, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 198.6971838847104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 198.550547730051, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 198.4139268922039, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 198.253502577439, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 198.09241136052367, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 197.93131253153513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 197.77017285154704, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 197.6089727686881, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 197.44777496604593, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 197.28652720028674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 197.12521911018678, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 196.9862742962374, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 196.8414508302061, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 196.68002720443326, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 196.51858074903942, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 196.35711093058717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 196.1955809283986, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 196.03403839990347, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 195.87246293923226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 195.7108273774861, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 195.55589286420025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 195.4185951778402, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 195.26426158029494, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 195.10247532514802, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 194.940682416458, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 194.7788295556743, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 194.61695003776435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 194.45505381438113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 194.29309772526085, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 194.1343006145962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 193.9862419927664, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 193.84923551199188, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 193.70335939433426, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 193.54422728679538, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 193.38204032181272, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 193.21979363590196, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 193.05756105473984, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 192.8952730388104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 192.73293245944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 192.5706036745164, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 192.41396253703317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 192.27596380834984, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 192.12099952309597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 191.9585027158339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 191.79594644567328, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 191.63339326661162, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 191.4707975422499, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 191.30814245038493, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 191.1455027240546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 190.9828087882031, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 190.83687586127735, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 190.69458212767245, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 190.53178163572954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 190.36892195069277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 190.20605543235342, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 190.04315807296427, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 189.8802016197692, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 189.71725107671762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 189.55425752932786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 189.39531902653334, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 189.2567220530965, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 189.10193291713108, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 188.9387757462223, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 188.775603030271, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 188.61240987839824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 188.44915791907954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 188.28590363703404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 188.12261624911946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 187.95927015919574, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 187.8124669292846, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 187.67076777097247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 187.5130439885147, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 187.35528686769044, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 187.19753054659304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 187.03402222793034, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 186.87043231097232, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 186.70683857139056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 186.54318641195312, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 186.37951810966717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 186.22883008856616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 186.08812943595387, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 185.92432641836285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 185.7605402588266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 185.5966958811382, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 185.4328160241207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 185.2689393087661, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 185.1050044887752, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184.94104858027492, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184.77963222335222, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184.64009737033746, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184.4846127613847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184.3205470949748, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 184.15642353386636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 183.99226055955592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 183.82810612316746, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 183.6638939100742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 183.49965717142345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 183.3354145638483, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 183.1883719811052, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 183.0419933393415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 182.87765333372454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 182.71325576966024, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 182.54881642169926, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 182.3843893910032, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 182.21990492345128, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 182.05539405641753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 181.89088058615016, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 181.73445173969083, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 181.5943226038096, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 181.43190888987965, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 181.26724238701695, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 181.1080669043647, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 180.94910091551037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 180.7878007756567, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 180.62298093366655, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 180.4581567237974, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 180.29327552098516, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 180.13967842729994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 179.99783034231064, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 179.83285491953927, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 179.66782263444748, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 179.50281900120729, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 179.3377600016696, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 179.1726592273019, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 179.00757384256303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 178.8424318353335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 178.6811311414832, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 178.54045852761317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 178.3808338569071, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 178.2155437976213, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 178.0502835601876, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 177.88496694702144, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 177.7196119395602, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 177.55427021380888, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 177.38887224883, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 177.22345299098583, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 177.07959858715515, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 176.92611261685386, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 176.76057271103048, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 176.59505927773023, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 176.42948986128135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 176.26388713485017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 176.09829384828333, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 175.93264471900216, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 175.76697985918395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 175.6167395947964, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 175.46907283603434, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 175.30964279296688, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 175.1478169398912, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 174.98198205021333, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 174.81610827266604, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 174.6502507184839, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 174.4842112232809, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 174.31809122772472, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 174.15271852453952, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 174.01104583272968, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 173.85230916781654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 173.68609939741532, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 173.51983433118312, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 173.353539124068, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 173.18725236811088, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 173.02091046652595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 172.85455705990398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 172.68819386904738, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 172.54245440748048, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 172.3876602075543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 172.22121034425118, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 172.05470561965967, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 171.88818138331828, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 171.72165615147878, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 171.5550762134045, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 171.38849585580465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 171.22189580635836, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 171.0719945643757, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 170.92050011946606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 170.75381488210644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 170.58707523121404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 170.42032843244021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 170.2535694444216, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 170.08675620293468, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 169.9199553533689, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 169.75447009780555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 169.6005191401465, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 169.45748434491452, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 169.29055186466803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 169.12356542013708, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 168.95657814205163, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 168.7895735137614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 168.6225150858811, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 168.45547587146075, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 168.2883996493116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 168.12645594838534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 167.983802724464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 167.8181107175991, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 167.65089880028654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 167.48370207260768, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 167.31647312551286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 167.14919086134626, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 166.98194426324392, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 166.81464535686428, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 166.6506738672348, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 166.50778663472397, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 166.34330764338154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 166.1758750451345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 166.0084753732998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 165.84102689619215, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 165.67354222888582, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 165.50607812371754, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 165.33856133487973, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 165.17320840124353, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 165.03008685973407, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 164.8661912973646, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 164.69855759210395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 164.53094676529577, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 164.3632835890778, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 164.19611964206206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 164.03063130744079, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 163.86288553603822, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 163.69514146601637, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 163.55108512145398, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 163.38944722612962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 163.22160396806441, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 163.05376685133592, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 162.88587789983205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 162.71799084299914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 162.5500885606931, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 162.38213462988517, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 162.21420443091904, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 162.07015315664057, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 161.90769773661168, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 161.7396707997956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 161.57162824489455, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 161.4035343974616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 161.23546575614546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 161.0673597344355, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 160.8992108774397, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 160.731475891306, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 160.5876748854182, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 160.42378423333957, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 160.25558028473415, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 160.08733729072378, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 159.91905416865188, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 159.75080001641345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 159.58249527820544, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 159.41417302646084, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 159.24771626273434, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 159.10369697958868, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 158.93777139706106, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 158.76938324970354, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 158.60095971483736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 158.43252580738408, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 158.2640954698503, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 158.09561513516394, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 157.92714418082198, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 157.76252366704887, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 157.6182943686166, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 157.44985078926197, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 157.28128987172352, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 157.1126793431531, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 156.94408332681405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 156.77546399691312, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 156.606795264104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 156.43816434732094, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 156.27593527615204, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 156.12866090397665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 155.95994305978252, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 155.7911966108985, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 155.62240411246694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 155.4536499014314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 155.28484684442435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 155.11602142223012, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 154.94721100757238, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 154.7879866273762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 154.63695824671424, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 154.4680800364315, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 154.29915338903822, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 154.13021200822152, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 153.96127880972358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 153.79229739201548, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 153.62332527823287, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 153.45433771991202, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 153.29872923736627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 153.14339284810285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 152.97435348415502, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 152.80526632970737, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 152.63619728414812, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 152.46710480833292, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 152.29796476632748, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 152.1288671683418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 151.95972222174396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 151.80824091178, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 151.64807963773228, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 151.47887042636148, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 151.30962363008643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 151.1404101768809, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 150.97114975978286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 150.8018764628323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 150.63261222601682, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 150.46330125708107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 150.31656783084736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 150.15096971279434, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 149.9816097094997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 149.81226259167443, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 149.6429141654346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 149.47351946960362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 149.30414803311248, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 149.13475078790555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 148.9690920022266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 148.8218144749003, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 148.65235643639437, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 148.48285258381952, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 148.3133842288023, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 148.14388010302366, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 147.9743553224406, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 147.80485808771834, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 147.63531546474303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 147.47538466738206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 147.32173595216886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 147.15213444518167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 146.9825173872308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 146.81291532504986, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 146.6432683456825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 146.47363139108654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 146.30398430128037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 146.13429254457958, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 145.98063676471872, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 145.8200646587038, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 145.6503159732821, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 145.480591907801, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 145.31084400383259, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 145.14105718025417, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 144.971310325903, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 144.80151947506295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 144.63171567501706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 144.48488689546662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 144.31682307686197, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 144.14695397281469, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 143.97710991928523, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 143.8072223659765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 143.63733794381335, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 143.46745281031394, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 143.29764981835717, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 143.13448956250602, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 142.98257050920733, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 142.81279205045325, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 142.64303368155527, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 142.47325873406635, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 142.30344124823273, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 142.13367008911678, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 141.96385649095487, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 141.79402687591755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 141.63878238289863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 141.47833211621617, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 141.3084429889908, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 141.13858310677483, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 140.96868130647886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 140.79878175499368, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 140.62888516388284, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 140.45894692929778, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 140.28903773647914, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 140.14224663343248, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 139.97271049366555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 139.80274477152, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 139.63276383854463, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 139.46274263987107, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 139.29276816822085, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 139.122752790081, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 138.9527242719762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 138.7911773596345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 138.63587345106453, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 138.46579120584533, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 138.29573633824805, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 138.12564111230984, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 137.95555361531785, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 137.78547375796882, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 137.61535383479873, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 137.4452686972612, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 137.29331472219428, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 137.12782791298275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 136.95769210540698, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 136.7875364511001, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 136.61734891941364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 136.4472025170794, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 136.2770168216017, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 136.10682693060278, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 135.94130167390358, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 135.78888781977867, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 135.61865014865396, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 135.4484320865597, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 135.27817530773598, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 135.10793709996278, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 134.9376911229192, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 134.76740673215306, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 134.5971688302543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 134.44233741202208, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 134.27865389429996, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 134.10837138714191, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 133.93805857160248, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 133.76772823568774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 133.59742759043013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 133.427089342641, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 133.25676180181688, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 133.0895639156762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 132.93777779610218, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 132.7674153393108, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 132.59708163742187, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 132.42671230233213, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 132.2563785289086, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 132.08602297602886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 131.91564388811628, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 131.7453024424467, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 131.58976238195294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 131.4258417583177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 131.25546490006138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 131.08505190143308, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 130.91464125210803, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 130.74424346838714, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 130.5738098696812, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 130.40340726022168, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 130.2364917529767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 130.0834921564159, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 129.91305416806972, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 129.74260349539952, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 129.57212364721659, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 129.4016896542405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 129.23122071551643, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 129.06075153431266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 128.89029984935405, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 128.7360573904008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 128.56990415570772, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 128.39942193628303, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 128.22890542337416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 128.05841884011852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 127.88792654399549, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 127.71740443610042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 127.54693090350781, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 127.38247601362787, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 127.22610184153666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 127.05560014650098, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 126.88506506433998, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 126.71452922713729, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 126.54401409530522, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 126.37346592529798, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 126.2029463910701, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 126.03241877277424, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 125.88167637050265, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 125.71116755208948, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 125.54061453221072, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 125.37003390895688, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 125.19950241073855, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 125.02893880664249, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 124.85837726397642, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 124.68783579655906, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 124.52801556184295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 124.36617297960674, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 124.19560860608999, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 124.02501282784408, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 123.85445017125232, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 123.68388204753614, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 123.51330491330089, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 123.34277442849577, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 123.17447060177312, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 123.02076090795492, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 122.85021503254859, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 122.67963872898997, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 122.50907158009238, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 122.33852030767457, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 122.16793898102037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 121.9973968591662, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 121.82684120820113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 121.67375077340819, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 121.50446291485832, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 121.33388989306513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 121.16330363468728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 120.99275733109062, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 120.82218197181749, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 120.65162368026813, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 120.48107569799288, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 120.32055309592022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 120.15833758831207, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 119.98777492430531, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 119.81718395741143, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 119.64664399899391, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 119.47608174414052, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 119.30551600060323, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 119.13498286373158, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 118.96760972722518, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 118.81190236745704, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 118.64135730216844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 118.47078497288533, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 118.3002441083255, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 118.1297022623852, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 117.95914142910658, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 117.78863520485709, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 117.6181023937562, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 117.46523952367102, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 117.2947241904983, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 117.1241826557524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 116.9536545709177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 116.7831453311959, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 116.61261029927357, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 116.44211962088275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 116.27161759043975, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 116.11519962675766, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 115.94793466008241, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 115.77743888749126, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 115.60695157771704, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 115.4365014730621, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 115.26602667607847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 115.09557985338449, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 114.92513991224507, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 114.7634021772684, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 114.60121766062946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 114.43077483446962, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 114.26031374629599, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 114.0899069498546, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 113.91947657865626, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 113.74905921234404, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 113.5786656099433, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 113.41211734109402, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 113.25447558973133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 113.08408213907023, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 112.91366779551595, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 112.74330748964894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 112.5729339741365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 112.40255997927238, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 112.23222518862553, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 112.06186840712098, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 111.90779541683128, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 111.73746388600807, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 111.56711078866488, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 111.39679660316847, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 111.22648376411348, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 111.05615842462498, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 110.88588631348784, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 110.71559338864154, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 110.56122761307142, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 110.39096194566946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 110.22067589891435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 110.05041766056479, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109.88017391020617, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109.70991023799456, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109.53970612464809, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109.36948554140031, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109.21442273429807, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109.04464724346008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108.87443680790875, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108.70424452059774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108.53407846737673, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108.36389371546443, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108.19375905153288, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108.02361949253418, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 107.86585952806627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 107.69860189705878, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 107.52848008339242, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 107.3583681706823, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 107.1882928717796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 107.01820012448911, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 106.848149392197, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 106.67810398864185, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 106.51817222471959, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 106.35292224604564, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 106.18289376375037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 106.01286832610458, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105.84288854180636, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105.67289258669302, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105.50293196501593, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105.33298555560759, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105.17141058825177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105.0076595470789, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 104.83773356747133, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 104.6678051605802, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 104.49793011330848, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 104.32804020037065, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 104.15818031632239, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 103.98834220230628, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 103.82564810766326, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 103.66289364040495, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 103.49307954774781, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 103.32325891964229, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 103.15349804523294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.98372559841528, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.81398138591157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.64426519935932, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.4809676677819, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.31872444857322, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.14903595688679, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 101.97933814768339, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 101.80970521100471, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 101.64006010506955, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 101.4704384407894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 101.30084979573576, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 101.13744831923759, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100.97523119034804, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100.80568206636485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100.63613789837609, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100.46666247070516, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100.29717626717434, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100.12771206654611, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99.95828471133973, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99.79518190136287, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99.63265857098122, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99.46326648581999, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99.29386468345865, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99.12453148213854, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.95519041122907, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.78587109645969, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.61659134096158, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.45423096703985, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.29093338297457, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.12169604334531, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.95245113858095, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.78327533771608, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.6140936717286, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.44493477598076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.27581694631294, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.1146858756656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96.95015893661275, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96.78108434407523, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96.6120029562137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96.4429924153585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96.27397683290815, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96.10498627798916, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95.93603711314654, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95.77661755309623, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95.61039566930526, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95.4414938659022, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95.2725872650326, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95.10375350732124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.93491484798665, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.76610470156129, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.59733509987632, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.44010843119167, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.27173516537528, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.1030171455293, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.93429891527853, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.7656516186305, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.59700096918345, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.42838611192224, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.25981101978255, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.10282769726177, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.93428562923009, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.76576643308226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.59725279068402, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.4288070533346, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.26035954504482, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.0919510905635, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.92357809868395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.76647749442941, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.5981455821543, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.42983290339748, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.26153270353029, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.09329628371256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90.92505970927277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90.75686919945178, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90.58870996525661, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90.43150571873775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90.26339680372007, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90.0953024012938, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.92722854581098, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.75921326625848, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.59119948279181, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.42323990794534, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.25792965619894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.09801239744115, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.93013972425956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.76227931240896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.59444862769283, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.42667026355002, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.25889508081673, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.09118334777577, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.93043272409295, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.76614106103511, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.59854299005247, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.4309491610486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.26339521928685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.09588639648769, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.92838247353052, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.760952136068, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.60355761832966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.43614309210443, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.26879830178518, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.10145949775324, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.93417169228633, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.76692095394833, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.5996794770524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.43251753911863, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.27507485301135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.10793542630245, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.94085672508186, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.77378579135325, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.60677801208749, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.43979827219005, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.27284356877112, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.10679471692288, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.94848708520226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.78164032162704, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.61484431929352, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.44805790267083, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.28134779993343, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.11465577088256, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.9479992816648, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.78813679908671, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.62391259492392, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.4573692710967, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.29086582379205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.12437853937422, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.95797227987032, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.79157793221043, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.62523375252135, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.46774314241588, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.3014462112485, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.13522091120831, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.969023701364, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.80285823083454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.63676153994606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.47067866784937, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.30466155202521, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.14718324003388, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.98120383330524, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.81531483050617, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.64944125691386, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.48361593498271, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.31784628144851, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.15209239223714, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.99245939228967, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.82897457970739, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.66334399448056, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.49778792781171, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.33224885460436, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.1667754521684, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.00134377873678, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.83593904615395, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.67853347334585, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.51321490020814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.34794620222078, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.18273722890535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.01754726296076, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.85244127381657, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.68736226373858, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.52324361232058, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.36501905395767, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.20008297330719, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.03521585491558, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.87039293219004, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.70560104577248, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.5408952856967, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.37621121894631, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.2189340027137, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.05435215411762, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.88979265538319, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.72532192138169, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.5608792571793, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.39648788798672, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.23216294735198, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.06786168309623, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.91069628202786, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.7465010719352, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.58234412623688, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.4182689804486, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.25421884171124, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.0902410663034, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.92631243243682, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.76866539332445, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.60537494293317, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.441582115644, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.27784945442068, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.11418052363138, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.95053878056842, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.78699124654281, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.6234748712659, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.46650521540141, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.30310544768054, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.1397342429077, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.97644585813987, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.81320245957886, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.65000592160982, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.48689127635794, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.32895715713516, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.16700733487892, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.00404019334951, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.8411096375205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.67827373907835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.5154692203264, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.35273538066963, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.19006363527842, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.03336832206082, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.87081252897542, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.70829475165942, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.54583815746741, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.38345569683565, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.22110692848946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.05885334838877, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.90231893825512, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.74014697458824, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.57806050575755, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.41600918937206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.25404663404765, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.09213784509052, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.93026985831148, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.76849738760734, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.61217380566677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.45051542139231, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.2889207600756, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.12737030458402, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.96591874059777, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.80450530797725, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.64317001826157, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.48704026459563, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.32579840588255, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.16466135368796, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.00356587577994, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.84254148855825, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.68159343457955, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.52068596305071, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.35988339780215, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.20399254106474, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.04328682690925, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.88266680970423, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.7220920789473, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.56161589797921, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.401193002183845, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.24083558700431, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.085176415493606, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.924938249931984, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.76479293794887, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.027561588944536, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.696107973723656, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.563969768551715, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.440356641068774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.31386129624684, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.1939398827858, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.07581106870771, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.95830970994666, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.84100267776694, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.723669990249164, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.60611584336198, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.48820673873092, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.36364815038337, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.245042579518895, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.125961385199844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.006379543890944, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.886267423191384, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.76568336253922, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.64457547632014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.51791836832467, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.396041204066705, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.27367889261677, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.15091117757447, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.02769219771653, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.90407126992113, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.78006594159774, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.65162597054814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.527058032196464, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.402130149748245, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.27687319801703, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.15131420891021, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.02542857580511, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.89929233087469, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.772862878692194, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.643081632499616, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.516276244879236, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.38920768418416, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.26194303006014, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.13444601528727, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.00674431870243, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.87886042592913, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.74830742722702, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.62015910038099, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.49182691828037, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.363331396963304, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.23469792784226, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.105894791739956, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.976983431295594, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.845971593935246, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.71686262781736, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.58765232439555, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.45830432397088, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.328876088249444, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.19933333101835, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.06969108848307, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.938885226575394, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.80867573802266, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.67886089794251, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.54895468428549, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.41897074382541, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.28893422848728, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.1588074304193, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.02864561639285, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.89726207229887, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.767023014964025, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.63674664185692, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.50639470700844, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.37602136917894, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.2455873376573, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.11510511644042, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.98372575751978, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.853199298002664, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.722656617801476, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.592054987045685, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.461422359248445, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.330761064279386, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.20001594448013, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.06862543322268, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.93773770746884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.80673713322858, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.67568921927136, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.54456959127742, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.41339981552119, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.282236806632454, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.150760386127104, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.01960825436845, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.88849450301814, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.757385696130314, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.62629609977648, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.49526543413026, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.36425895074126, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.23313495478146, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.10226322432732, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.971426170294535, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.840639119981006, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.7099292943044, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.57926197302277, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.44865277094573, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.31807793312373, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.18757434440954, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.0571776514073, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.92686079311966, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.796594994377756, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.666400409507105, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.53628584589478, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.40622525141271, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.27621077845242, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.146323805490965, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.0164928297645, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.886743821809205, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.75707243825627, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.62745892025896, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.497932674459435, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.36847210731753, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.239099425935365, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.10981897914462, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.264430536791906, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.5205235954254, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.77939055809884, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.041050144628116, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.305528903493496, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.57284912792761, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.84303630063005, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.11611999091724, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.392124228387274, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.67108313962581, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.95302161895711, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.23797618110211, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.52597409035775, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.81705296903374, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.11110311292191, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.40801536801928, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.70850092990008, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.0122997548483, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.31935754496362, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.629712615023664, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.94340504908746, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.26047497839909, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.5809627055246, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.90491193048206, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.232365625621924, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.56336420648381, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.897953402703706, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.236203899456086, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.57822335880064, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.92390666375513, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.27335303087466, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.626618579394744, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.824492476361684, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
/usr/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:474: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.631990161238946, tolerance: 47.0330742250387
  model = cd_fast.enet_coordinate_descent(
In [10]:
fig, ax = plt.subplots(figsize=(15,9))
ax.set_title('The plot for alpha Vs RMSE')

plt.plot([i[0] for i in aplha_vs_rmse], [i[1] for i in aplha_vs_rmse], color='red')

red_patch = mpatches.Patch(color='red', label='variation of alpha Vs RMSE')
plt.ylabel('Root Mean Squared Error (RMSE) ->')
plt.xlabel('Regularization Coefficient (Aplha) ->') 
plt.legend(handles=[red_patch],loc="lower right", title="Legend")
ax.grid(True)

plt.show()

References

  1. Dripta Maharaj, (2020), Slides, availabe on web https://sites.google.com/view/da220-2019-20 , last accessed on 6.2.2020.
  1. Jeremy Jordan, (2017), Polynomial regression, availabe on web https://www.jeremyjordan.me/polynomial-regression/ , last accessed on 6.2.2020.
  1. Numpy Contributors, (2018), numpy.random.normal, Scipy.org, availabe on web https://docs.scipy.org/doc/numpy-1.15.0/reference/generated/numpy.random.normal.html , last accessed on 6.2.2020.
  1. Animesh Agarwal, (2018), Polynomial Regression, towardsdatascience.com, availabe on web https://towardsdatascience.com/polynomial-regression-bbe8b9d97491 , last accessed on 6.2.2020.
  1. user:Kaggle, (2016), Difference between fit and fit_transform in scikit_learn models?, datascience.stackexchange.com, availabe on web https://datascience.stackexchange.com/questions/12321/difference-between-fit-and-fit-transform-in-scikit-learn-models , last accessed on 6.2.2020.

Acknowledgements

  • Dripta Maharaj